Here you can find the results of our study.
# install packages
# devtools::install_github("https://github.com/tdienlin/td")
library(confintr)
library(corrplot)
library(devtools)
library(easystats)
library(GGally)
library(ggplot2)
library(haven)
library(kableExtra)
library(knitr)
library(lavaan)
library(magrittr)
library(mice)
library(MVN)
library(naniar)
library(PerFit)
library(psych)
library(quanteda.textstats)
library(pwr)
library(semPlot)
library(sjlabelled)
library(simsem)
library(semTools)
library(tidyverse)
library(td)
load("data/workspace_1.RData")
source("custom_functions.R")First filter those who didn’t finish the questionnaire.
Let’s first inspect missing data.
How many missing do we have?
## [1] 27## [1] 8.19e-05Only 23 cells are missing – which is very little. To be precise, 0.00006 percent only.
Which variables are affected?
Missing answers vary randomly across variables.
How about participants?
Only six participants with missing data, and even then, not much. We hence decided to keep everyone.
We preregistered to remove participants faster than 3 standard deviations than the median response time.
However, this made little sense. The median response time was 821 and the standard deviation 644.519. Hence, three SDs below median was -1112.558, hence not informative.
Instead, we decided to remove respondents who took less than five minutes answering the questionnaire, which we considered unreasonably fast.
Average response time was 16 minutes. We removed 10 because they answered the survey unreasonably fast.
Let’s inspect for potential response patterns.
To improve privacy, we didn’t collect exact but binned measures of sociodemographics.
Let’s first inspect age. Here, the age categories were as follows:
1: Under 18 years old 2: 18-24 years old 3: 25-34 years old 4: 35-44 years old 5: 45-54 years old 6: 55-64 years old 7: 65+ years old
##
## 2 3 4 5 6 7
## 141 338 279 313 226 262No person indicated being younger than 18 years old. Hence, everybody could be included.
The mean age was 45 to 54 years of age.
Let’s next inspect gender. Categories were:
1: “Man” 2: “Woman” 3: “Third gender / Other”
##
## 1 2 3
## 0.48 0.50 0.0148 percent were male, 50 female, and 1 percent indicated third/other gender.
Let’s next inspect education. Categories were:
1: “No college degree” 2: “College degree”
##
## 1 2
## 0.31 0.6969% reported having a college degree.
Let’s next inspect ethnicity. Answer categories were as follows:
1: “White” 2: “Other”
##
## 1 2
## 0.78 0.2278 % percent were white, 22 % not white.
All items were answered on a 7-point scale with the following options:
“To what extent do you agree or disagree with the following statements?”
(-3) Strongly Disagree, (-2) Disagree, (-1) Slightly Disagree, (0) Neutral, (1) Slightly Agree (2) Agree, (3) Strongly Agree
Let’s first check for ceiling and floor effects.
## HEX_HOH_SIN_01 HEX_HOH_SIN_02 HEX_HOH_SIN_03 HEX_HOH_SIN_04 HEX_HOH_FAI_01 HEX_HOH_FAI_02 HEX_HOH_FAI_03 HEX_HOH_FAI_04 HEX_HOH_GRE_01 HEX_HOH_GRE_02
## 4.63 4.53 4.94 4.88 4.97 5.55 5.16 5.44 3.86 4.29
## HEX_HOH_GRE_03 HEX_HOH_GRE_04 HEX_HOH_MOD_01 HEX_HOH_MOD_02 HEX_HOH_MOD_03 HEX_HOH_MOD_04 HEX_ALT_01 HEX_ALT_02 HEX_ALT_03 HEX_ALT_04
## 4.92 4.38 5.61 5.45 5.45 5.34 5.83 4.88 5.73 5.37
## HEX_EMO_FEA_01 HEX_EMO_FEA_02 HEX_EMO_FEA_03 HEX_EMO_FEA_04 HEX_EMO_ANX_01 HEX_EMO_ANX_02 HEX_EMO_ANX_03 HEX_EMO_ANX_04 HEX_EMO_DEP_01 HEX_EMO_DEP_02
## 4.80 5.07 4.50 4.07 4.89 4.64 4.33 5.26 3.98 3.33
## HEX_EMO_DEP_03 HEX_EMO_DEP_04 HEX_EMO_SEN_01 HEX_EMO_SEN_02 HEX_EMO_SEN_03 HEX_EMO_SEN_04 HEX_EXT_SSE_01 HEX_EXT_SSE_02 HEX_EXT_SSE_03 HEX_EXT_SSE_04
## 4.49 3.56 4.27 5.01 5.27 4.61 4.99 5.51 4.62 5.07
## HEX_EXT_BOL_01 HEX_EXT_BOL_02 HEX_EXT_BOL_03 HEX_EXT_BOL_04 HEX_EXT_SOC_01 HEX_EXT_SOC_02 HEX_EXT_SOC_03 HEX_EXT_SOC_04 HEX_EXT_LIV_01 HEX_EXT_LIV_02
## 4.33 3.44 3.58 2.97 4.08 3.92 3.45 3.62 3.73 4.87
## HEX_EXT_LIV_03 HEX_EXT_LIV_04 HEX_AGR_FOR_01 HEX_AGR_FOR_02 HEX_AGR_FOR_03 HEX_AGR_FOR_04 HEX_AGR_GEN_01 HEX_AGR_GEN_02 HEX_AGR_GEN_03 HEX_AGR_GEN_04
## 5.02 3.98 3.80 4.02 2.22 3.50 4.82 4.68 4.59 4.34
## HEX_AGR_FLX_01 HEX_AGR_FLX_02 HEX_AGR_FLX_03 HEX_AGR_FLX_04 HEX_AGR_PAT_01 HEX_AGR_PAT_02 HEX_AGR_PAT_03 HEX_AGR_PAT_04 HEX_CNS_ORG_01 HEX_CNS_ORG_02
## 4.31 4.51 4.54 3.68 5.53 3.47 4.85 4.55 4.81 5.60
## HEX_CNS_ORG_03 HEX_CNS_ORG_04 HEX_CNS_DIL_01 HEX_CNS_DIL_02 HEX_CNS_DIL_03 HEX_CNS_DIL_04 HEX_CNS_PER_01 HEX_CNS_PER_02 HEX_CNS_PER_03 HEX_CNS_PER_04
## 5.39 5.13 5.05 5.33 5.07 5.26 5.29 5.76 5.57 3.92
## HEX_CNS_PRU_01 HEX_CNS_PRU_02 HEX_CNS_PRU_03 HEX_CNS_PRU_04 HEX_OPN_AES_01 HEX_OPN_AES_02 HEX_OPN_AES_03 HEX_OPN_AES_04 HEX_OPN_INQ_01 HEX_OPN_INQ_02
## 5.07 5.49 4.88 4.84 5.31 4.35 4.71 5.26 4.86 5.02
## HEX_OPN_INQ_03 HEX_OPN_INQ_04 HEX_OPN_CRE_01 HEX_OPN_CRE_02 HEX_OPN_CRE_03 HEX_OPN_CRE_04 HEX_OPN_UNC_01 HEX_OPN_UNC_02 HEX_OPN_UNC_03 HEX_OPN_UNC_04
## 4.85 5.05 3.93 5.24 5.09 4.64 4.92 4.77 3.79 4.86
## NFP_PSY_01 NFP_PSY_02 NFP_PSY_03 NFP_PSY_04 NFP_SOC_01 NFP_SOC_02 NFP_SOC_03 NFP_SOC_04 NFP_PHY_01 NFP_PHY_02
## 4.65 4.92 4.26 3.33 3.34 4.79 3.73 5.36 5.23 5.37
## NFP_PHY_03 NFP_PHY_04 NFP_GOV_01 NFP_GOV_02 NFP_GOV_03 NFP_GOV_04 NFP_COM_01 NFP_COM_02 NFP_COM_03 NFP_COM_04
## 4.25 5.40 4.71 4.58 4.46 4.59 4.18 3.77 4.92 5.11
## NFP_INF_01 NFP_INF_02 NFP_INF_03 NFP_INF_04 NFP_ANO_01 NFP_ANO_02 NFP_ANO_03 NFP_ANO_04 NFP_GEN_01 NFP_GEN_02
## 4.88 5.88 5.57 5.58 3.82 2.62 2.05 4.65 5.01 5.70
## NFP_GEN_03 NFP_GEN_04
## 4.38 5.73No item below floor (1.5) or ceiling (6.5) thresholds.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 2.07 skew = 538 with probability <= 2.5e-101
## small sample skew = 540 with probability <= 1.2e-101
## b2p = 30.5 kurtosis = 18.4 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 25 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 63.205 37.987
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.664
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1969.023 1597.353
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.233
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.969 0.977
## Tucker-Lewis Index (TLI) 0.906 0.932
##
## Robust Comparative Fit Index (CFI) 0.969
## Robust Tucker-Lewis Index (TLI) 0.908
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11305.550 -11305.550
## Loglikelihood unrestricted model (H1) -11273.948 -11273.948
##
## Akaike (AIC) 22627.101 22627.101
## Bayesian (BIC) 22669.915 22669.915
## Sample-size adjusted Bayesian (SABIC) 22644.501 22644.501
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.140 0.107
## 90 Percent confidence interval - lower 0.112 0.085
## 90 Percent confidence interval - upper 0.171 0.131
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 1.000 0.978
##
## Robust RMSEA 0.139
## 90 Percent confidence interval - lower 0.102
## 90 Percent confidence interval - upper 0.179
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.995
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.037 0.037
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH_SIN =~
## HEX_HOH_SIN_01 1.000 1.340 0.788
## HEX_HOH_SIN_02 0.851 0.039 21.773 0.000 1.141 0.632
## HEX_HOH_SIN_03 0.987 0.035 27.979 0.000 1.323 0.819
## HEX_HOH_SIN_04 0.765 0.039 19.769 0.000 1.025 0.571
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 1.095 0.083 13.262 0.000 1.095 0.379
## .HEX_HOH_SIN_02 1.957 0.106 18.551 0.000 1.957 0.601
## .HEX_HOH_SIN_03 0.861 0.069 12.530 0.000 0.861 0.330
## .HEX_HOH_SIN_04 2.178 0.129 16.834 0.000 2.178 0.674
## HEX_HOH_SIN 1.796 0.100 17.939 0.000 1.000 1.000Fit is okay, but RMSEA is significantly above .10. Let’s hence inspect modification indices to see if there are potential fixes.
Suggests that item 1 & 3, and item 2 & 4 build subdimensions. Let’s allow covariances.
## lavaan 0.6.15 ended normally after 28 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 10
## Number of equality constraints 1
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 6.005 3.972
## Degrees of freedom 1 1
## P-value (Chi-square) 0.014 0.046
## Scaling correction factor 1.512
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1969.023 1597.353
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.233
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.997 0.998
## Tucker-Lewis Index (TLI) 0.985 0.989
##
## Robust Comparative Fit Index (CFI) 0.998
## Robust Tucker-Lewis Index (TLI) 0.986
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11276.951 -11276.951
## Loglikelihood unrestricted model (H1) -11273.948 -11273.948
##
## Akaike (AIC) 22571.901 22571.901
## Bayesian (BIC) 22620.067 22620.067
## Sample-size adjusted Bayesian (SABIC) 22591.476 22591.476
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.057 0.044
## 90 Percent confidence interval - lower 0.020 0.012
## 90 Percent confidence interval - upper 0.104 0.083
## P-value H_0: RMSEA <= 0.050 0.317 0.534
## P-value H_0: RMSEA >= 0.080 0.239 0.065
##
## Robust RMSEA 0.054
## 90 Percent confidence interval - lower 0.006
## 90 Percent confidence interval - upper 0.113
## P-value H_0: Robust RMSEA <= 0.050 0.349
## P-value H_0: Robust RMSEA >= 0.080 0.282
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.008 0.008
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH_SIN =~
## HEX_HOH_SIN_01 1.000 1.241 0.730
## HEX_HOH_SIN_02 0.949 0.046 20.557 0.000 1.178 0.652
## HEX_HOH_SIN_03 1.000 0.038 26.618 0.000 1.241 0.768
## HEX_HOH_SIN_04 0.838 0.044 19.103 0.000 1.040 0.579
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 ~~
## .HEX_HOH_SI (a) 0.282 0.053 5.271 0.000 0.282 0.234
## .HEX_HOH_SIN_02 ~~
## .HEX_HOH_SI (a) 0.282 0.053 5.271 0.000 0.282 0.141
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 1.350 0.091 14.860 0.000 1.350 0.467
## .HEX_HOH_SIN_02 1.872 0.109 17.201 0.000 1.872 0.574
## .HEX_HOH_SIN_03 1.071 0.076 14.181 0.000 1.071 0.410
## .HEX_HOH_SIN_04 2.147 0.133 16.189 0.000 2.147 0.665
## HEX_HOH_SIN 1.540 0.105 14.676 0.000 1.000 1.000Fit is now great.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 4.04 skew = 1050 with probability <= 6.8e-210
## small sample skew = 1053 with probability <= 1.7e-210
## b2p = 34.3 kurtosis = 29.3 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 25 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 28.751 18.060
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.592
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 3013.045 2264.400
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.331
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.991 0.993
## Tucker-Lewis Index (TLI) 0.973 0.979
##
## Robust Comparative Fit Index (CFI) 0.991
## Robust Tucker-Lewis Index (TLI) 0.974
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11200.988 -11200.988
## Loglikelihood unrestricted model (H1) -11186.613 -11186.613
##
## Akaike (AIC) 22417.977 22417.977
## Bayesian (BIC) 22460.791 22460.791
## Sample-size adjusted Bayesian (SABIC) 22435.377 22435.377
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.093 0.072
## 90 Percent confidence interval - lower 0.065 0.049
## 90 Percent confidence interval - upper 0.124 0.097
## P-value H_0: RMSEA <= 0.050 0.007 0.056
## P-value H_0: RMSEA >= 0.080 0.786 0.318
##
## Robust RMSEA 0.091
## 90 Percent confidence interval - lower 0.055
## 90 Percent confidence interval - upper 0.131
## P-value H_0: Robust RMSEA <= 0.050 0.030
## P-value H_0: Robust RMSEA >= 0.080 0.719
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.017 0.017
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH_FAI =~
## HEX_HOH_FAI_01 1.000 1.796 0.856
## HEX_HOH_FAI_02 0.688 0.025 27.468 0.000 1.236 0.730
## HEX_HOH_FAI_03 0.677 0.024 28.289 0.000 1.217 0.698
## HEX_HOH_FAI_04 0.905 0.025 35.960 0.000 1.625 0.854
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_FAI_01 1.178 0.103 11.405 0.000 1.178 0.267
## .HEX_HOH_FAI_02 1.337 0.078 17.029 0.000 1.337 0.467
## .HEX_HOH_FAI_03 1.557 0.094 16.525 0.000 1.557 0.513
## .HEX_HOH_FAI_04 0.977 0.083 11.756 0.000 0.977 0.270
## HEX_HOH_FAI 3.227 0.137 23.601 0.000 1.000 1.000Fit is good.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 0.59 skew = 153 with probability <= 2e-22
## small sample skew = 153 with probability <= 1.7e-22
## b2p = 25.4 kurtosis = 3.86 with probability <= 0.00011Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 25 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 73.157 58.089
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.259
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 2046.211 1847.913
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.107
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.965 0.970
## Tucker-Lewis Index (TLI) 0.895 0.909
##
## Robust Comparative Fit Index (CFI) 0.965
## Robust Tucker-Lewis Index (TLI) 0.896
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11575.342 -11575.342
## Loglikelihood unrestricted model (H1) -11538.764 -11538.764
##
## Akaike (AIC) 23166.684 23166.684
## Bayesian (BIC) 23209.498 23209.498
## Sample-size adjusted Bayesian (SABIC) 23184.084 23184.084
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.151 0.134
## 90 Percent confidence interval - lower 0.123 0.109
## 90 Percent confidence interval - upper 0.182 0.161
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 1.000 1.000
##
## Robust RMSEA 0.151
## 90 Percent confidence interval - lower 0.119
## 90 Percent confidence interval - upper 0.185
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 1.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.040 0.040
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH_GRE =~
## HEX_HOH_GRE_01 1.000 0.793 0.447
## HEX_HOH_GRE_02 1.704 0.106 16.034 0.000 1.352 0.727
## HEX_HOH_GRE_03 1.777 0.117 15.188 0.000 1.410 0.786
## HEX_HOH_GRE_04 1.899 0.123 15.445 0.000 1.507 0.824
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_GRE_01 2.527 0.087 28.960 0.000 2.527 0.801
## .HEX_HOH_GRE_02 1.626 0.091 17.942 0.000 1.626 0.471
## .HEX_HOH_GRE_03 1.228 0.084 14.632 0.000 1.228 0.382
## .HEX_HOH_GRE_04 1.072 0.089 12.063 0.000 1.072 0.321
## HEX_HOH_GRE 0.629 0.078 8.101 0.000 1.000 1.000Fit is okaish, but RMSEA above .10. Let’s inspect modification indices.
Item 1 & 2, and item 3 & 4 form subdimensions.
## lavaan 0.6.15 ended normally after 31 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 10
## Number of equality constraints 1
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 0.937 0.796
## Degrees of freedom 1 1
## P-value (Chi-square) 0.333 0.372
## Scaling correction factor 1.177
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 2046.211 1847.913
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.107
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 1.000 1.000
## Tucker-Lewis Index (TLI) 1.000 1.001
##
## Robust Comparative Fit Index (CFI) 1.000
## Robust Tucker-Lewis Index (TLI) 1.001
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11539.232 -11539.232
## Loglikelihood unrestricted model (H1) -11538.764 -11538.764
##
## Akaike (AIC) 23096.464 23096.464
## Bayesian (BIC) 23144.630 23144.630
## Sample-size adjusted Bayesian (SABIC) 23116.039 23116.039
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.000 0.000
## 90 Percent confidence interval - lower 0.000 0.000
## 90 Percent confidence interval - upper 0.066 0.060
## P-value H_0: RMSEA <= 0.050 0.844 0.894
## P-value H_0: RMSEA >= 0.080 0.014 0.006
##
## Robust RMSEA 0.000
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.070
## P-value H_0: Robust RMSEA <= 0.050 0.827
## P-value H_0: Robust RMSEA >= 0.080 0.022
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.004 0.004
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH_GRE =~
## HEX_HOH_GRE_01 1.000 0.766 0.431
## HEX_HOH_GRE_02 1.855 0.130 14.230 0.000 1.421 0.765
## HEX_HOH_GRE_03 1.704 0.119 14.314 0.000 1.306 0.728
## HEX_HOH_GRE_04 1.832 0.126 14.549 0.000 1.404 0.768
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_GRE_01 ~~
## .HEX_HOH_GR (a) 0.351 0.051 6.816 0.000 0.351 0.183
## .HEX_HOH_GRE_03 ~~
## .HEX_HOH_GR (a) 0.351 0.051 6.816 0.000 0.351 0.244
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_GRE_01 2.569 0.089 28.754 0.000 2.569 0.814
## .HEX_HOH_GRE_02 1.434 0.094 15.197 0.000 1.434 0.415
## .HEX_HOH_GRE_03 1.511 0.088 17.165 0.000 1.511 0.470
## .HEX_HOH_GRE_04 1.371 0.096 14.250 0.000 1.371 0.410
## HEX_HOH_GRE 0.587 0.080 7.353 0.000 1.000 1.000Fit is now great.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 5.44 skew = 1413 with probability <= 1.4e-287
## small sample skew = 1417 with probability <= 2.2e-288
## b2p = 36.1 kurtosis = 34.4 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 27 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 22.744 14.557
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.001
## Scaling correction factor 1.562
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1433.044 970.283
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.477
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.985 0.987
## Tucker-Lewis Index (TLI) 0.956 0.961
##
## Robust Comparative Fit Index (CFI) 0.986
## Robust Tucker-Lewis Index (TLI) 0.959
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10689.738 -10689.738
## Loglikelihood unrestricted model (H1) -10678.366 -10678.366
##
## Akaike (AIC) 21395.475 21395.475
## Bayesian (BIC) 21438.290 21438.290
## Sample-size adjusted Bayesian (SABIC) 21412.876 21412.876
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.082 0.063
## 90 Percent confidence interval - lower 0.054 0.041
## 90 Percent confidence interval - upper 0.113 0.089
## P-value H_0: RMSEA <= 0.050 0.033 0.154
## P-value H_0: RMSEA >= 0.080 0.576 0.153
##
## Robust RMSEA 0.079
## 90 Percent confidence interval - lower 0.045
## 90 Percent confidence interval - upper 0.120
## P-value H_0: Robust RMSEA <= 0.050 0.079
## P-value H_0: Robust RMSEA >= 0.080 0.542
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.022 0.022
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH_MOD =~
## HEX_HOH_MOD_01 1.000 0.943 0.669
## HEX_HOH_MOD_02 0.815 0.056 14.601 0.000 0.768 0.499
## HEX_HOH_MOD_03 1.202 0.067 17.886 0.000 1.133 0.765
## HEX_HOH_MOD_04 1.160 0.070 16.566 0.000 1.094 0.687
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_MOD_01 1.099 0.074 14.875 0.000 1.099 0.553
## .HEX_HOH_MOD_02 1.781 0.114 15.674 0.000 1.781 0.751
## .HEX_HOH_MOD_03 0.912 0.081 11.252 0.000 0.912 0.415
## .HEX_HOH_MOD_04 1.340 0.090 14.933 0.000 1.340 0.528
## HEX_HOH_MOD 0.888 0.081 10.919 0.000 1.000 1.000Fit is good.
Let’s also look at the dimension itself.
## lavaan 0.6.15 ended normally after 65 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 40
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 714.839 567.381
## Degrees of freedom 96 96
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.260
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 9877.604 8275.691
## Degrees of freedom 120 120
## P-value 0.000 0.000
## Scaling correction factor 1.194
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.937 0.942
## Tucker-Lewis Index (TLI) 0.921 0.928
##
## Robust Comparative Fit Index (CFI) 0.939
## Robust Tucker-Lewis Index (TLI) 0.924
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -44326.969 -44326.969
## Loglikelihood unrestricted model (H1) -43969.550 -43969.550
##
## Akaike (AIC) 88733.939 88733.939
## Bayesian (BIC) 88948.011 88948.011
## Sample-size adjusted Bayesian (SABIC) 88820.940 88820.940
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.064 0.056
## 90 Percent confidence interval - lower 0.060 0.052
## 90 Percent confidence interval - upper 0.069 0.060
## P-value H_0: RMSEA <= 0.050 0.000 0.006
## P-value H_0: RMSEA >= 0.080 0.000 0.000
##
## Robust RMSEA 0.063
## 90 Percent confidence interval - lower 0.058
## 90 Percent confidence interval - upper 0.068
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.065 0.065
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH =~
## HEX_HOH_SIN 1.000 0.606 0.606
## HEX_HOH_FAI 1.008 0.090 11.255 0.000 0.430 0.430
## HEX_HOH_GRE 0.766 0.078 9.827 0.000 0.767 0.767
## HEX_HOH_MOD 0.825 0.078 10.631 0.000 0.719 0.719
## HEX_HOH_SIN =~
## HEX_HOH_SIN_01 1.000 1.264 0.744
## HEX_HOH_SIN_02 0.922 0.069 13.434 0.000 1.165 0.646
## HEX_HOH_SIN_03 0.987 0.035 28.352 0.000 1.247 0.772
## HEX_HOH_SIN_04 0.813 0.066 12.392 0.000 1.028 0.572
## HEX_HOH_FAI =~
## HEX_HOH_FAI_01 1.000 1.795 0.855
## HEX_HOH_FAI_02 0.690 0.025 27.701 0.000 1.238 0.732
## HEX_HOH_FAI_03 0.681 0.024 28.731 0.000 1.222 0.701
## HEX_HOH_FAI_04 0.903 0.024 37.146 0.000 1.622 0.852
## HEX_HOH_GRE =~
## HEX_HOH_GRE_01 1.000 0.764 0.430
## HEX_HOH_GRE_02 1.777 0.118 15.119 0.000 1.358 0.731
## HEX_HOH_GRE_03 1.817 0.148 12.309 0.000 1.389 0.775
## HEX_HOH_GRE_04 1.878 0.152 12.378 0.000 1.435 0.785
## HEX_HOH_MOD =~
## HEX_HOH_MOD_01 1.000 0.878 0.623
## HEX_HOH_MOD_02 0.885 0.059 15.010 0.000 0.777 0.504
## HEX_HOH_MOD_03 1.199 0.064 18.644 0.000 1.052 0.710
## HEX_HOH_MOD_04 1.389 0.077 18.105 0.000 1.219 0.766
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 ~~
## .HEX_HOH_SIN_03 0.245 0.105 2.338 0.019 0.245 0.210
## .HEX_HOH_SIN_02 ~~
## .HEX_HOH_SIN_04 0.309 0.108 2.867 0.004 0.309 0.152
## .HEX_HOH_GRE_01 ~~
## .HEX_HOH_GRE_02 0.402 0.078 5.120 0.000 0.402 0.197
## .HEX_HOH_GRE_03 ~~
## .HEX_HOH_GRE_04 0.191 0.100 1.914 0.056 0.191 0.148
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 1.292 0.123 10.477 0.000 1.292 0.447
## .HEX_HOH_SIN_02 1.901 0.133 14.326 0.000 1.901 0.583
## .HEX_HOH_SIN_03 1.055 0.111 9.528 0.000 1.055 0.404
## .HEX_HOH_SIN_04 2.172 0.147 14.792 0.000 2.172 0.673
## .HEX_HOH_FAI_01 1.184 0.101 11.750 0.000 1.184 0.269
## .HEX_HOH_FAI_02 1.331 0.078 17.099 0.000 1.331 0.465
## .HEX_HOH_FAI_03 1.543 0.094 16.465 0.000 1.543 0.508
## .HEX_HOH_FAI_04 0.989 0.080 12.407 0.000 0.989 0.273
## .HEX_HOH_GRE_01 2.572 0.091 28.125 0.000 2.572 0.815
## .HEX_HOH_GRE_02 1.609 0.112 14.391 0.000 1.609 0.466
## .HEX_HOH_GRE_03 1.287 0.109 11.807 0.000 1.287 0.400
## .HEX_HOH_GRE_04 1.283 0.123 10.464 0.000 1.283 0.384
## .HEX_HOH_MOD_01 1.216 0.072 16.853 0.000 1.216 0.612
## .HEX_HOH_MOD_02 1.768 0.113 15.708 0.000 1.768 0.746
## .HEX_HOH_MOD_03 1.088 0.072 15.039 0.000 1.088 0.496
## .HEX_HOH_MOD_04 1.050 0.079 13.231 0.000 1.050 0.414
## HEX_HOH 0.586 0.074 7.949 0.000 1.000 1.000
## .HEX_HOH_SIN 1.012 0.113 8.924 0.000 0.633 0.633
## .HEX_HOH_FAI 2.626 0.139 18.955 0.000 0.815 0.815
## .HEX_HOH_GRE 0.240 0.042 5.737 0.000 0.411 0.411
## .HEX_HOH_MOD 0.372 0.055 6.779 0.000 0.483 0.483## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1558 num.vars = 4
## b1p = 1.02 skew = 264 with probability <= 1.8e-44
## small sample skew = 265 with probability <= 1.3e-44
## b2p = 24.2 kurtosis = 0.49 with probability <= 0.63Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 33 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 12
##
## Number of observations 1559
## Number of missing patterns 2
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 0.699 0.535
## Degrees of freedom 2 2
## P-value (Chi-square) 0.705 0.765
## Scaling correction factor 1.305
## Yuan-Bentler correction (Mplus variant)
##
## Model Test Baseline Model:
##
## Test statistic 1005.971 773.642
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.300
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 1.000 1.000
## Tucker-Lewis Index (TLI) 1.004 1.006
##
## Robust Comparative Fit Index (CFI) 1.000
## Robust Tucker-Lewis Index (TLI) 1.006
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11705.402 -11705.402
## Scaling correction factor 0.958
## for the MLR correction
## Loglikelihood unrestricted model (H1) -11705.052 -11705.052
## Scaling correction factor 1.007
## for the MLR correction
##
## Akaike (AIC) 23434.803 23434.803
## Bayesian (BIC) 23499.025 23499.025
## Sample-size adjusted Bayesian (SABIC) 23460.903 23460.903
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.000 0.000
## 90 Percent confidence interval - lower 0.000 0.000
## 90 Percent confidence interval - upper 0.037 0.027
## P-value H_0: RMSEA <= 0.050 0.989 0.998
## P-value H_0: RMSEA >= 0.080 0.000 0.000
##
## Robust RMSEA 0.000
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.038
## P-value H_0: Robust RMSEA <= 0.050 0.983
## P-value H_0: Robust RMSEA >= 0.080 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.004 0.004
##
## Parameter Estimates:
##
## Standard errors Sandwich
## Information bread Observed
## Observed information based on Hessian
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EMO_FEA =~
## HEX_EMO_FEA_01 1.000 1.137 0.666
## HEX_EMO_FEA_02 0.824 0.051 16.113 0.000 0.937 0.557
## HEX_EMO_FEA_03 1.047 0.058 18.038 0.000 1.190 0.686
## HEX_EMO_FEA_04 0.777 0.053 14.798 0.000 0.884 0.510
##
## Intercepts:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_FEA_01 4.799 0.043 110.963 0.000 4.799 2.811
## .HEX_EMO_FEA_02 5.072 0.043 119.014 0.000 5.072 3.014
## .HEX_EMO_FEA_03 4.504 0.044 102.408 0.000 4.504 2.594
## .HEX_EMO_FEA_04 4.073 0.044 92.885 0.000 4.073 2.352
## HEX_EMO_FEA 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_FEA_01 1.623 0.094 17.214 0.000 1.623 0.557
## .HEX_EMO_FEA_02 1.954 0.093 20.916 0.000 1.954 0.690
## .HEX_EMO_FEA_03 1.599 0.107 14.878 0.000 1.599 0.530
## .HEX_EMO_FEA_04 2.217 0.090 24.762 0.000 2.217 0.740
## HEX_EMO_FEA 1.292 0.106 12.243 0.000 1.000 1.000Fit is great.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 1.99 skew = 518 with probability <= 4.3e-97
## small sample skew = 520 with probability <= 2.2e-97
## b2p = 29.2 kurtosis = 14.8 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 25 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 16.958 13.232
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.001
## Scaling correction factor 1.282
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1939.798 1662.855
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.167
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.992 0.993
## Tucker-Lewis Index (TLI) 0.977 0.980
##
## Robust Comparative Fit Index (CFI) 0.993
## Robust Tucker-Lewis Index (TLI) 0.978
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11304.252 -11304.252
## Loglikelihood unrestricted model (H1) -11295.773 -11295.773
##
## Akaike (AIC) 22624.505 22624.505
## Bayesian (BIC) 22667.319 22667.319
## Sample-size adjusted Bayesian (SABIC) 22641.905 22641.905
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.069 0.060
## 90 Percent confidence interval - lower 0.041 0.035
## 90 Percent confidence interval - upper 0.101 0.089
## P-value H_0: RMSEA <= 0.050 0.120 0.230
## P-value H_0: RMSEA >= 0.080 0.320 0.133
##
## Robust RMSEA 0.068
## 90 Percent confidence interval - lower 0.036
## 90 Percent confidence interval - upper 0.105
## P-value H_0: Robust RMSEA <= 0.050 0.158
## P-value H_0: Robust RMSEA >= 0.080 0.329
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.016 0.016
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EMO_ANX =~
## HEX_EMO_ANX_01 1.000 1.410 0.819
## HEX_EMO_ANX_02 0.988 0.039 25.614 0.000 1.393 0.779
## HEX_EMO_ANX_03 0.805 0.038 21.186 0.000 1.135 0.597
## HEX_EMO_ANX_04 0.684 0.034 20.314 0.000 0.964 0.630
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_ANX_01 0.979 0.090 10.924 0.000 0.979 0.330
## .HEX_EMO_ANX_02 1.256 0.095 13.194 0.000 1.256 0.393
## .HEX_EMO_ANX_03 2.329 0.099 23.464 0.000 2.329 0.644
## .HEX_EMO_ANX_04 1.409 0.078 18.071 0.000 1.409 0.603
## HEX_EMO_ANX 1.987 0.115 17.261 0.000 1.000 1.000Fit is great.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 0.82 skew = 214 with probability <= 1.6e-34
## small sample skew = 215 with probability <= 1.2e-34
## b2p = 26.6 kurtosis = 7.34 with probability <= 2.1e-13Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 27 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 106.729 74.189
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.439
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1352.422 1126.199
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.201
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.922 0.936
## Tucker-Lewis Index (TLI) 0.767 0.807
##
## Robust Comparative Fit Index (CFI) 0.923
## Robust Tucker-Lewis Index (TLI) 0.768
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11179.720 -11179.720
## Loglikelihood unrestricted model (H1) -11126.356 -11126.356
##
## Akaike (AIC) 22375.441 22375.441
## Bayesian (BIC) 22418.255 22418.255
## Sample-size adjusted Bayesian (SABIC) 22392.841 22392.841
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.183 0.152
## 90 Percent confidence interval - lower 0.155 0.128
## 90 Percent confidence interval - upper 0.214 0.178
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 1.000 1.000
##
## Robust RMSEA 0.183
## 90 Percent confidence interval - lower 0.148
## 90 Percent confidence interval - upper 0.219
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 1.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.047 0.047
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EMO_DEP =~
## HEX_EMO_DEP_01 1.000 1.191 0.735
## HEX_EMO_DEP_02 0.709 0.042 16.714 0.000 0.845 0.546
## HEX_EMO_DEP_03 0.945 0.048 19.580 0.000 1.126 0.718
## HEX_EMO_DEP_04 0.772 0.044 17.562 0.000 0.919 0.544
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_DEP_01 1.207 0.085 14.282 0.000 1.207 0.460
## .HEX_EMO_DEP_02 1.681 0.079 21.297 0.000 1.681 0.702
## .HEX_EMO_DEP_03 1.194 0.085 13.987 0.000 1.194 0.485
## .HEX_EMO_DEP_04 2.011 0.084 23.848 0.000 2.011 0.704
## HEX_EMO_DEP 1.419 0.099 14.334 0.000 1.000 1.000Fit is bad; TLI and RMSEA outside thresholds.
Not entirely clear. Let’s allow items 1 & 4 to correlate, and items 2 & 3.
## lavaan 0.6.15 ended normally after 28 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 10
## Number of equality constraints 1
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 13.891 9.652
## Degrees of freedom 1 1
## P-value (Chi-square) 0.000 0.002
## Scaling correction factor 1.439
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1352.422 1126.199
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.201
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.990 0.992
## Tucker-Lewis Index (TLI) 0.943 0.954
##
## Robust Comparative Fit Index (CFI) 0.991
## Robust Tucker-Lewis Index (TLI) 0.944
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11133.301 -11133.301
## Loglikelihood unrestricted model (H1) -11126.356 -11126.356
##
## Akaike (AIC) 22284.602 22284.602
## Bayesian (BIC) 22332.769 22332.769
## Sample-size adjusted Bayesian (SABIC) 22304.178 22304.178
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.091 0.074
## 90 Percent confidence interval - lower 0.053 0.042
## 90 Percent confidence interval - upper 0.136 0.112
## P-value H_0: RMSEA <= 0.050 0.040 0.100
## P-value H_0: RMSEA >= 0.080 0.715 0.452
##
## Robust RMSEA 0.089
## 90 Percent confidence interval - lower 0.044
## 90 Percent confidence interval - upper 0.144
## P-value H_0: Robust RMSEA <= 0.050 0.072
## P-value H_0: Robust RMSEA >= 0.080 0.682
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.021 0.021
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EMO_DEP =~
## HEX_EMO_DEP_01 1.000 1.204 0.743
## HEX_EMO_DEP_02 0.764 0.042 18.387 0.000 0.919 0.594
## HEX_EMO_DEP_03 0.962 0.045 21.617 0.000 1.159 0.738
## HEX_EMO_DEP_04 0.827 0.043 19.222 0.000 0.996 0.589
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_DEP_01 ~~
## .HEX_EMO_DE (a) -0.302 0.035 -8.742 0.000 -0.302 -0.204
## .HEX_EMO_DEP_02 ~~
## .HEX_EMO_DE (a) -0.302 0.035 -8.742 0.000 -0.302 -0.229
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_DEP_01 1.177 0.080 14.677 0.000 1.177 0.448
## .HEX_EMO_DEP_02 1.551 0.081 19.261 0.000 1.551 0.647
## .HEX_EMO_DEP_03 1.121 0.083 13.478 0.000 1.121 0.455
## .HEX_EMO_DEP_04 1.864 0.085 21.844 0.000 1.864 0.653
## HEX_EMO_DEP 1.449 0.095 15.330 0.000 1.000 1.000Fit not great, but okay.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 2 skew = 518 with probability <= 4.1e-97
## small sample skew = 520 with probability <= 2.1e-97
## b2p = 28.8 kurtosis = 13.6 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 26 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 50.439 37.262
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.354
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1340.623 1017.985
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.317
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.964 0.965
## Tucker-Lewis Index (TLI) 0.891 0.895
##
## Robust Comparative Fit Index (CFI) 0.964
## Robust Tucker-Lewis Index (TLI) 0.893
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10900.606 -10900.606
## Loglikelihood unrestricted model (H1) -10875.386 -10875.386
##
## Akaike (AIC) 21817.212 21817.212
## Bayesian (BIC) 21860.026 21860.026
## Sample-size adjusted Bayesian (SABIC) 21834.612 21834.612
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.125 0.106
## 90 Percent confidence interval - lower 0.096 0.082
## 90 Percent confidence interval - upper 0.156 0.133
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 0.995 0.961
##
## Robust RMSEA 0.124
## 90 Percent confidence interval - lower 0.091
## 90 Percent confidence interval - upper 0.160
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.985
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.032 0.032
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EMO_SEN =~
## HEX_EMO_SEN_01 1.000 1.270 0.740
## HEX_EMO_SEN_02 0.790 0.041 19.133 0.000 1.003 0.715
## HEX_EMO_SEN_03 0.640 0.037 17.311 0.000 0.813 0.576
## HEX_EMO_SEN_04 0.702 0.041 16.930 0.000 0.891 0.537
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_SEN_01 1.330 0.089 14.875 0.000 1.330 0.452
## .HEX_EMO_SEN_02 0.962 0.072 13.296 0.000 0.962 0.489
## .HEX_EMO_SEN_03 1.333 0.076 17.560 0.000 1.333 0.668
## .HEX_EMO_SEN_04 1.959 0.088 22.180 0.000 1.959 0.712
## HEX_EMO_SEN 1.612 0.106 15.277 0.000 1.000 1.000Fit not terrible, but TLI and RSMEA outside of thresholds.
Items 1 & 3, and items 2 & 4 want to covary.
## lavaan 0.6.15 ended normally after 29 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 10
## Number of equality constraints 1
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 3.243 2.348
## Degrees of freedom 1 1
## P-value (Chi-square) 0.072 0.125
## Scaling correction factor 1.381
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1340.623 1017.985
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.317
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.998 0.999
## Tucker-Lewis Index (TLI) 0.990 0.992
##
## Robust Comparative Fit Index (CFI) 0.999
## Robust Tucker-Lewis Index (TLI) 0.992
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10877.008 -10877.008
## Loglikelihood unrestricted model (H1) -10875.386 -10875.386
##
## Akaike (AIC) 21772.016 21772.016
## Bayesian (BIC) 21820.182 21820.182
## Sample-size adjusted Bayesian (SABIC) 21791.591 21791.591
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.038 0.029
## 90 Percent confidence interval - lower 0.000 0.000
## 90 Percent confidence interval - upper 0.087 0.073
## P-value H_0: RMSEA <= 0.050 0.569 0.731
## P-value H_0: RMSEA >= 0.080 0.087 0.024
##
## Robust RMSEA 0.035
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.095
## P-value H_0: Robust RMSEA <= 0.050 0.559
## P-value H_0: Robust RMSEA >= 0.080 0.124
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.010 0.010
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EMO_SEN =~
## HEX_EMO_SEN_01 1.000 1.292 0.753
## HEX_EMO_SEN_02 0.783 0.038 20.542 0.000 1.011 0.721
## HEX_EMO_SEN_03 0.670 0.036 18.551 0.000 0.866 0.613
## HEX_EMO_SEN_04 0.731 0.041 18.035 0.000 0.944 0.569
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_SEN_01 ~~
## .HEX_EMO_SE (a) -0.201 0.031 -6.388 0.000 -0.201 -0.160
## .HEX_EMO_SEN_02 ~~
## .HEX_EMO_SE (a) -0.201 0.031 -6.388 0.000 -0.201 -0.151
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_SEN_01 1.273 0.087 14.715 0.000 1.273 0.433
## .HEX_EMO_SEN_02 0.947 0.070 13.530 0.000 0.947 0.481
## .HEX_EMO_SEN_03 1.244 0.077 16.061 0.000 1.244 0.624
## .HEX_EMO_SEN_04 1.862 0.091 20.432 0.000 1.862 0.676
## HEX_EMO_SEN 1.669 0.103 16.126 0.000 1.000 1.000Fit is now good.
Let’s look at overall dimension.
## lavaan 0.6.15 ended normally after 53 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 40
##
## Used Total
## Number of observations 1558 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 1122.353 890.254
## Degrees of freedom 96 96
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.261
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 7775.340 6494.128
## Degrees of freedom 120 120
## P-value 0.000 0.000
## Scaling correction factor 1.197
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.866 0.875
## Tucker-Lewis Index (TLI) 0.832 0.844
##
## Robust Comparative Fit Index (CFI) 0.869
## Robust Tucker-Lewis Index (TLI) 0.836
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -44468.017 -44468.017
## Loglikelihood unrestricted model (H1) -43906.840 -43906.840
##
## Akaike (AIC) 89016.033 89016.033
## Bayesian (BIC) 89230.080 89230.080
## Sample-size adjusted Bayesian (SABIC) 89103.009 89103.009
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.083 0.073
## 90 Percent confidence interval - lower 0.079 0.069
## 90 Percent confidence interval - upper 0.087 0.077
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 0.862 0.001
##
## Robust RMSEA 0.082
## 90 Percent confidence interval - lower 0.077
## 90 Percent confidence interval - upper 0.087
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.734
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.070 0.070
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EMO =~
## HEX_EMO_FEA 1.000 0.849 0.849
## HEX_EMO_ANX 1.000 0.070 14.211 0.000 0.689 0.689
## HEX_EMO_DEP 0.687 0.057 12.028 0.000 0.610 0.610
## HEX_EMO_SEN 0.863 0.063 13.692 0.000 0.617 0.617
## HEX_EMO_FEA =~
## HEX_EMO_FEA_01 1.000 1.130 0.662
## HEX_EMO_FEA_02 0.742 0.044 16.795 0.000 0.838 0.498
## HEX_EMO_FEA_03 1.007 0.048 20.792 0.000 1.138 0.655
## HEX_EMO_FEA_04 0.909 0.050 18.144 0.000 1.028 0.593
## HEX_EMO_ANX =~
## HEX_EMO_ANX_01 1.000 1.391 0.808
## HEX_EMO_ANX_02 0.995 0.035 28.820 0.000 1.384 0.774
## HEX_EMO_ANX_03 0.811 0.036 22.306 0.000 1.129 0.594
## HEX_EMO_ANX_04 0.721 0.032 22.384 0.000 1.003 0.656
## HEX_EMO_DEP =~
## HEX_EMO_DEP_01 1.000 1.080 0.666
## HEX_EMO_DEP_02 1.024 0.062 16.604 0.000 1.106 0.714
## HEX_EMO_DEP_03 1.162 0.068 16.970 0.000 1.255 0.800
## HEX_EMO_DEP_04 0.792 0.042 18.873 0.000 0.855 0.506
## HEX_EMO_SEN =~
## HEX_EMO_SEN_01 1.000 1.341 0.782
## HEX_EMO_SEN_02 0.705 0.043 16.528 0.000 0.945 0.674
## HEX_EMO_SEN_03 0.690 0.034 20.162 0.000 0.925 0.655
## HEX_EMO_SEN_04 0.694 0.045 15.591 0.000 0.931 0.561
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_DEP_01 ~~
## .HEX_EMO_DEP_04 -0.027 0.073 -0.369 0.712 -0.027 -0.015
## .HEX_EMO_DEP_02 ~~
## .HEX_EMO_DEP_03 -0.624 0.080 -7.815 0.000 -0.624 -0.612
## .HEX_EMO_SEN_01 ~~
## .HEX_EMO_SEN_03 -0.323 0.071 -4.561 0.000 -0.323 -0.283
## .HEX_EMO_SEN_02 ~~
## .HEX_EMO_SEN_04 -0.127 0.058 -2.179 0.029 -0.127 -0.089
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EMO_FEA_01 1.638 0.084 19.496 0.000 1.638 0.562
## .HEX_EMO_FEA_02 2.128 0.086 24.882 0.000 2.128 0.752
## .HEX_EMO_FEA_03 1.724 0.091 19.008 0.000 1.724 0.571
## .HEX_EMO_FEA_04 1.943 0.085 22.991 0.000 1.943 0.648
## .HEX_EMO_ANX_01 1.031 0.080 12.847 0.000 1.031 0.348
## .HEX_EMO_ANX_02 1.281 0.088 14.499 0.000 1.281 0.401
## .HEX_EMO_ANX_03 2.341 0.097 24.171 0.000 2.341 0.647
## .HEX_EMO_ANX_04 1.333 0.076 17.556 0.000 1.333 0.570
## .HEX_EMO_DEP_01 1.461 0.082 17.818 0.000 1.461 0.556
## .HEX_EMO_DEP_02 1.173 0.093 12.569 0.000 1.173 0.490
## .HEX_EMO_DEP_03 0.887 0.104 8.542 0.000 0.887 0.360
## .HEX_EMO_DEP_04 2.124 0.086 24.817 0.000 2.124 0.744
## .HEX_EMO_SEN_01 1.145 0.110 10.443 0.000 1.145 0.389
## .HEX_EMO_SEN_02 1.072 0.074 14.522 0.000 1.072 0.546
## .HEX_EMO_SEN_03 1.139 0.078 14.648 0.000 1.139 0.571
## .HEX_EMO_SEN_04 1.889 0.087 21.743 0.000 1.889 0.686
## HEX_EMO 0.920 0.088 10.438 0.000 1.000 1.000
## .HEX_EMO_FEA 0.357 0.060 5.987 0.000 0.279 0.279
## .HEX_EMO_ANX 1.016 0.092 10.993 0.000 0.525 0.525
## .HEX_EMO_DEP 0.733 0.059 12.470 0.000 0.628 0.628
## .HEX_EMO_SEN 1.113 0.109 10.219 0.000 0.619 0.619## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 0.27 skew = 70.5 with probability <= 1.5e-07
## small sample skew = 70.7 with probability <= 1.4e-07
## b2p = 26 kurtosis = 5.83 with probability <= 5.7e-09Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 23 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 15.807 10.641
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.005
## Scaling correction factor 1.486
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 2083.111 1955.755
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.065
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.993 0.996
## Tucker-Lewis Index (TLI) 0.980 0.987
##
## Robust Comparative Fit Index (CFI) 0.994
## Robust Tucker-Lewis Index (TLI) 0.981
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11223.557 -11223.557
## Loglikelihood unrestricted model (H1) -11215.654 -11215.654
##
## Akaike (AIC) 22463.115 22463.115
## Bayesian (BIC) 22505.929 22505.929
## Sample-size adjusted Bayesian (SABIC) 22480.515 22480.515
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.067 0.053
## 90 Percent confidence interval - lower 0.039 0.029
## 90 Percent confidence interval - upper 0.099 0.079
## P-value H_0: RMSEA <= 0.050 0.151 0.381
## P-value H_0: RMSEA >= 0.080 0.271 0.046
##
## Robust RMSEA 0.064
## 90 Percent confidence interval - lower 0.030
## 90 Percent confidence interval - upper 0.104
## P-value H_0: Robust RMSEA <= 0.050 0.216
## P-value H_0: Robust RMSEA >= 0.080 0.291
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.016 0.016
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EXT_SOC =~
## HEX_EXT_SOC_01 1.000 1.088 0.599
## HEX_EXT_SOC_02 1.198 0.056 21.572 0.000 1.303 0.783
## HEX_EXT_SOC_03 1.267 0.058 21.712 0.000 1.379 0.781
## HEX_EXT_SOC_04 1.117 0.051 21.936 0.000 1.215 0.728
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EXT_SOC_01 2.111 0.090 23.495 0.000 2.111 0.641
## .HEX_EXT_SOC_02 1.073 0.074 14.563 0.000 1.073 0.387
## .HEX_EXT_SOC_03 1.218 0.081 15.076 0.000 1.218 0.390
## .HEX_EXT_SOC_04 1.309 0.068 19.123 0.000 1.309 0.470
## HEX_EXT_SOC 1.183 0.097 12.194 0.000 1.000 1.000Fit is good.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 1.69 skew = 439 with probability <= 1.5e-80
## small sample skew = 440 with probability <= 8.6e-81
## b2p = 26.9 kurtosis = 8.18 with probability <= 2.2e-16Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 24 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 160.200 104.944
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.527
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1925.841 1685.596
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.143
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.918 0.939
## Tucker-Lewis Index (TLI) 0.753 0.816
##
## Robust Comparative Fit Index (CFI) 0.918
## Robust Tucker-Lewis Index (TLI) 0.754
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11147.599 -11147.599
## Loglikelihood unrestricted model (H1) -11067.499 -11067.499
##
## Akaike (AIC) 22311.198 22311.198
## Bayesian (BIC) 22354.012 22354.012
## Sample-size adjusted Bayesian (SABIC) 22328.598 22328.598
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.225 0.182
## 90 Percent confidence interval - lower 0.196 0.158
## 90 Percent confidence interval - upper 0.255 0.206
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 1.000 1.000
##
## Robust RMSEA 0.224
## 90 Percent confidence interval - lower 0.189
## 90 Percent confidence interval - upper 0.262
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 1.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.056 0.056
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EXT_LIV =~
## HEX_EXT_LIV_01 1.000 1.227 0.704
## HEX_EXT_LIV_02 1.085 0.044 24.673 0.000 1.332 0.829
## HEX_EXT_LIV_03 0.733 0.040 18.270 0.000 0.900 0.554
## HEX_EXT_LIV_04 0.939 0.037 25.105 0.000 1.152 0.681
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EXT_LIV_01 1.535 0.078 19.705 0.000 1.535 0.505
## .HEX_EXT_LIV_02 0.809 0.077 10.561 0.000 0.809 0.313
## .HEX_EXT_LIV_03 1.825 0.088 20.642 0.000 1.825 0.693
## .HEX_EXT_LIV_04 1.538 0.074 20.739 0.000 1.538 0.537
## HEX_EXT_LIV 1.506 0.092 16.336 0.000 1.000 1.000Fit is supar, let’s inspect.
## lavaan 0.6.15 ended normally after 27 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 10
## Number of equality constraints 1
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 32.383 20.714
## Degrees of freedom 1 1
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.563
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1925.841 1685.596
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.143
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.984 0.988
## Tucker-Lewis Index (TLI) 0.902 0.930
##
## Robust Comparative Fit Index (CFI) 0.984
## Robust Tucker-Lewis Index (TLI) 0.904
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11083.691 -11083.691
## Loglikelihood unrestricted model (H1) -11067.499 -11067.499
##
## Akaike (AIC) 22185.381 22185.381
## Bayesian (BIC) 22233.547 22233.547
## Sample-size adjusted Bayesian (SABIC) 22204.956 22204.956
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.142 0.112
## 90 Percent confidence interval - lower 0.102 0.081
## 90 Percent confidence interval - upper 0.186 0.148
## P-value H_0: RMSEA <= 0.050 0.000 0.001
## P-value H_0: RMSEA >= 0.080 0.994 0.954
##
## Robust RMSEA 0.141
## 90 Percent confidence interval - lower 0.092
## 90 Percent confidence interval - upper 0.196
## P-value H_0: Robust RMSEA <= 0.050 0.001
## P-value H_0: Robust RMSEA >= 0.080 0.979
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.027 0.027
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EXT_LIV =~
## HEX_EXT_LIV_01 1.000 1.195 0.685
## HEX_EXT_LIV_02 1.154 0.044 26.415 0.000 1.380 0.859
## HEX_EXT_LIV_03 0.791 0.039 20.354 0.000 0.945 0.582
## HEX_EXT_LIV_04 1.082 0.041 26.345 0.000 1.293 0.764
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EXT_LIV_01 ~~
## .HEX_EXT_LI (a) -0.356 0.036 -10.022 0.000 -0.356 -0.213
## .HEX_EXT_LIV_02 ~~
## .HEX_EXT_LI (a) -0.356 0.036 -10.022 0.000 -0.356 -0.396
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EXT_LIV_01 1.613 0.075 21.574 0.000 1.613 0.530
## .HEX_EXT_LIV_02 0.679 0.077 8.766 0.000 0.679 0.263
## .HEX_EXT_LIV_03 1.740 0.084 20.604 0.000 1.740 0.661
## .HEX_EXT_LIV_04 1.192 0.079 15.004 0.000 1.192 0.416
## HEX_EXT_LIV 1.428 0.086 16.566 0.000 1.000 1.000Again, fit is not really good –> but it seems preferable to stick to this more parsimoneous solution.
Let’s analyze main model.
## lavaan 0.6.15 ended normally after 44 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 42
##
## Used Total
## Number of observations 1557 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 1622.267 1267.668
## Degrees of freedom 94 94
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.280
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 11422.765 9912.379
## Degrees of freedom 120 120
## P-value 0.000 0.000
## Scaling correction factor 1.152
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.865 0.880
## Tucker-Lewis Index (TLI) 0.827 0.847
##
## Robust Comparative Fit Index (CFI) 0.867
## Robust Tucker-Lewis Index (TLI) 0.830
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -43358.839 -43358.839
## Loglikelihood unrestricted model (H1) -42547.706 -42547.706
##
## Akaike (AIC) 86801.678 86801.678
## Bayesian (BIC) 87026.400 87026.400
## Sample-size adjusted Bayesian (SABIC) 86892.976 86892.976
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.102 0.090
## 90 Percent confidence interval - lower 0.098 0.086
## 90 Percent confidence interval - upper 0.107 0.093
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 1.000 1.000
##
## Robust RMSEA 0.101
## 90 Percent confidence interval - lower 0.096
## 90 Percent confidence interval - upper 0.106
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 1.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.078 0.078
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_EXT =~
## HEX_EXT_SSE 1.000 0.938 0.938
## HEX_EXT_BOL 0.760 0.048 15.924 0.000 0.749 0.749
## HEX_EXT_SOC 0.711 0.045 15.894 0.000 0.683 0.683
## HEX_EXT_LIV 1.032 0.051 20.181 0.000 0.914 0.914
## HEX_EXT_SSE =~
## HEX_EXT_SSE_01 1.000 1.168 0.726
## HEX_EXT_SSE_02 0.550 0.034 16.315 0.000 0.643 0.556
## HEX_EXT_SSE_03 1.024 0.045 22.821 0.000 1.196 0.690
## HEX_EXT_SSE_04 1.163 0.036 31.869 0.000 1.358 0.698
## HEX_EXT_BOL =~
## HEX_EXT_BOL_01 1.000 1.112 0.635
## HEX_EXT_BOL_02 1.065 0.058 18.295 0.000 1.184 0.699
## HEX_EXT_BOL_03 1.127 0.057 19.613 0.000 1.252 0.727
## HEX_EXT_BOL_04 0.890 0.051 17.551 0.000 0.989 0.543
## HEX_EXT_SOC =~
## HEX_EXT_SOC_01 1.000 1.140 0.628
## HEX_EXT_SOC_02 1.124 0.048 23.253 0.000 1.281 0.770
## HEX_EXT_SOC_03 1.179 0.050 23.536 0.000 1.344 0.761
## HEX_EXT_SOC_04 1.085 0.047 23.321 0.000 1.237 0.742
## HEX_EXT_LIV =~
## HEX_EXT_LIV_01 1.000 1.237 0.709
## HEX_EXT_LIV_02 1.087 0.035 30.852 0.000 1.344 0.838
## HEX_EXT_LIV_03 0.767 0.037 20.748 0.000 0.949 0.585
## HEX_EXT_LIV_04 1.023 0.036 28.650 0.000 1.266 0.748
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EXT_SSE_01 ~~
## .HEX_EXT_SSE_04 0.492 0.074 6.625 0.000 0.492 0.319
## .HEX_EXT_SSE_02 ~~
## .HEX_EXT_SSE_03 0.175 0.047 3.747 0.000 0.175 0.145
## .HEX_EXT_BOL_01 ~~
## .HEX_EXT_BOL_04 0.175 0.077 2.283 0.022 0.175 0.085
## .HEX_EXT_BOL_02 ~~
## .HEX_EXT_BOL_03 0.406 0.077 5.300 0.000 0.406 0.283
## .HEX_EXT_LIV_01 ~~
## .HEX_EXT_LIV_03 -0.400 0.054 -7.380 0.000 -0.400 -0.247
## .HEX_EXT_LIV_02 ~~
## .HEX_EXT_LIV_04 -0.277 0.044 -6.232 0.000 -0.277 -0.282
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_EXT_SSE_01 1.226 0.079 15.583 0.000 1.226 0.473
## .HEX_EXT_SSE_02 0.925 0.058 15.821 0.000 0.925 0.691
## .HEX_EXT_SSE_03 1.576 0.085 18.555 0.000 1.576 0.524
## .HEX_EXT_SSE_04 1.942 0.106 18.322 0.000 1.942 0.513
## .HEX_EXT_BOL_01 1.825 0.092 19.822 0.000 1.825 0.596
## .HEX_EXT_BOL_02 1.469 0.096 15.350 0.000 1.469 0.512
## .HEX_EXT_BOL_03 1.402 0.092 15.265 0.000 1.402 0.472
## .HEX_EXT_BOL_04 2.338 0.108 21.616 0.000 2.338 0.705
## .HEX_EXT_SOC_01 1.995 0.088 22.582 0.000 1.995 0.606
## .HEX_EXT_SOC_02 1.129 0.069 16.464 0.000 1.129 0.408
## .HEX_EXT_SOC_03 1.310 0.074 17.700 0.000 1.310 0.420
## .HEX_EXT_SOC_04 1.251 0.066 18.830 0.000 1.251 0.450
## .HEX_EXT_LIV_01 1.511 0.064 23.485 0.000 1.511 0.497
## .HEX_EXT_LIV_02 0.769 0.064 11.975 0.000 0.769 0.298
## .HEX_EXT_LIV_03 1.734 0.083 21.012 0.000 1.734 0.658
## .HEX_EXT_LIV_04 1.259 0.072 17.572 0.000 1.259 0.440
## HEX_EXT 1.201 0.094 12.820 0.000 1.000 1.000
## .HEX_EXT_SSE 0.163 0.051 3.212 0.001 0.120 0.120
## .HEX_EXT_BOL 0.542 0.059 9.225 0.000 0.439 0.439
## .HEX_EXT_SOC 0.692 0.057 12.172 0.000 0.533 0.533
## .HEX_EXT_LIV 0.251 0.046 5.426 0.000 0.164 0.164## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 2.15 skew = 559 with probability <= 1e-105
## small sample skew = 561 with probability <= 4.9e-106
## b2p = 31.2 kurtosis = 20.5 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 22 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 22.558 15.579
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.448
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 2405.804 2101.199
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.145
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.991 0.994
## Tucker-Lewis Index (TLI) 0.974 0.981
##
## Robust Comparative Fit Index (CFI) 0.992
## Robust Tucker-Lewis Index (TLI) 0.975
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10377.208 -10377.208
## Loglikelihood unrestricted model (H1) -10365.928 -10365.928
##
## Akaike (AIC) 20770.415 20770.415
## Bayesian (BIC) 20813.229 20813.229
## Sample-size adjusted Bayesian (SABIC) 20787.815 20787.815
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.081 0.066
## 90 Percent confidence interval - lower 0.053 0.042
## 90 Percent confidence interval - upper 0.113 0.093
## P-value H_0: RMSEA <= 0.050 0.034 0.125
## P-value H_0: RMSEA >= 0.080 0.569 0.208
##
## Robust RMSEA 0.079
## 90 Percent confidence interval - lower 0.046
## 90 Percent confidence interval - upper 0.118
## P-value H_0: Robust RMSEA <= 0.050 0.072
## P-value H_0: Robust RMSEA >= 0.080 0.541
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.022 0.022
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_AGR_FOR =~
## HEX_AGR_FOR_01 1.000 1.485 0.858
## HEX_AGR_FOR_02 0.943 0.027 34.965 0.000 1.401 0.838
## HEX_AGR_FOR_03 0.310 0.022 14.078 0.000 0.461 0.395
## HEX_AGR_FOR_04 0.865 0.027 31.775 0.000 1.285 0.758
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_AGR_FOR_01 0.790 0.069 11.409 0.000 0.790 0.264
## .HEX_AGR_FOR_02 0.835 0.071 11.766 0.000 0.835 0.298
## .HEX_AGR_FOR_03 1.151 0.059 19.671 0.000 1.151 0.844
## .HEX_AGR_FOR_04 1.219 0.077 15.892 0.000 1.219 0.425
## HEX_AGR_FOR 2.206 0.094 23.495 0.000 1.000 1.000Fit is good.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 0.87 skew = 227 with probability <= 4.6e-37
## small sample skew = 228 with probability <= 3.5e-37
## b2p = 27.9 kurtosis = 11.2 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 25 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 25.140 17.354
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.449
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1428.229 1088.497
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.312
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.984 0.986
## Tucker-Lewis Index (TLI) 0.951 0.957
##
## Robust Comparative Fit Index (CFI) 0.984
## Robust Tucker-Lewis Index (TLI) 0.953
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10664.258 -10664.258
## Loglikelihood unrestricted model (H1) -10651.688 -10651.688
##
## Akaike (AIC) 21344.516 21344.516
## Bayesian (BIC) 21387.330 21387.330
## Sample-size adjusted Bayesian (SABIC) 21361.916 21361.916
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.086 0.070
## 90 Percent confidence interval - lower 0.058 0.047
## 90 Percent confidence interval - upper 0.118 0.097
## P-value H_0: RMSEA <= 0.050 0.018 0.078
## P-value H_0: RMSEA >= 0.080 0.670 0.292
##
## Robust RMSEA 0.084
## 90 Percent confidence interval - lower 0.051
## 90 Percent confidence interval - upper 0.123
## P-value H_0: Robust RMSEA <= 0.050 0.046
## P-value H_0: Robust RMSEA >= 0.080 0.628
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.023 0.023
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_AGR_GEN =~
## HEX_AGR_GEN_01 1.000 0.849 0.504
## HEX_AGR_GEN_02 1.217 0.076 16.079 0.000 1.033 0.752
## HEX_AGR_GEN_03 1.238 0.077 16.185 0.000 1.051 0.707
## HEX_AGR_GEN_04 1.128 0.072 15.651 0.000 0.957 0.656
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_AGR_GEN_01 2.114 0.090 23.449 0.000 2.114 0.746
## .HEX_AGR_GEN_02 0.821 0.061 13.458 0.000 0.821 0.435
## .HEX_AGR_GEN_03 1.108 0.075 14.685 0.000 1.108 0.501
## .HEX_AGR_GEN_04 1.215 0.069 17.509 0.000 1.215 0.570
## HEX_AGR_GEN 0.720 0.079 9.107 0.000 1.000 1.000Fit is okay.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 0.49 skew = 128 with probability <= 9.6e-18
## small sample skew = 128 with probability <= 8.3e-18
## b2p = 24.3 kurtosis = 0.94 with probability <= 0.35Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 31 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 12.746 10.580
## Degrees of freedom 2 2
## P-value (Chi-square) 0.002 0.005
## Scaling correction factor 1.205
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 848.639 693.930
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.223
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.987 0.988
## Tucker-Lewis Index (TLI) 0.962 0.963
##
## Robust Comparative Fit Index (CFI) 0.988
## Robust Tucker-Lewis Index (TLI) 0.963
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11197.338 -11197.338
## Loglikelihood unrestricted model (H1) -11190.965 -11190.965
##
## Akaike (AIC) 22410.675 22410.675
## Bayesian (BIC) 22453.490 22453.490
## Sample-size adjusted Bayesian (SABIC) 22428.075 22428.075
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.059 0.052
## 90 Percent confidence interval - lower 0.031 0.027
## 90 Percent confidence interval - upper 0.091 0.082
## P-value H_0: RMSEA <= 0.050 0.268 0.386
## P-value H_0: RMSEA >= 0.080 0.153 0.067
##
## Robust RMSEA 0.058
## 90 Percent confidence interval - lower 0.027
## 90 Percent confidence interval - upper 0.094
## P-value H_0: Robust RMSEA <= 0.050 0.297
## P-value H_0: Robust RMSEA >= 0.080 0.169
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.020 0.020
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_AGR_FLX =~
## HEX_AGR_FLX_01 1.000 0.792 0.442
## HEX_AGR_FLX_02 0.892 0.086 10.365 0.000 0.706 0.508
## HEX_AGR_FLX_03 1.275 0.103 12.348 0.000 1.009 0.650
## HEX_AGR_FLX_04 1.328 0.109 12.167 0.000 1.051 0.688
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_AGR_FLX_01 2.576 0.096 26.936 0.000 2.576 0.804
## .HEX_AGR_FLX_02 1.434 0.072 19.982 0.000 1.434 0.742
## .HEX_AGR_FLX_03 1.389 0.081 17.234 0.000 1.389 0.577
## .HEX_AGR_FLX_04 1.232 0.087 14.128 0.000 1.232 0.527
## HEX_AGR_FLX 0.627 0.087 7.167 0.000 1.000 1.000Fit is okay.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 1.97 skew = 511 with probability <= 1.2e-95
## small sample skew = 513 with probability <= 6.1e-96
## b2p = 27.3 kurtosis = 9.51 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 26 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 109.883 77.567
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.417
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1580.925 1312.579
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.204
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.931 0.942
## Tucker-Lewis Index (TLI) 0.794 0.826
##
## Robust Comparative Fit Index (CFI) 0.932
## Robust Tucker-Lewis Index (TLI) 0.796
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10987.141 -10987.141
## Loglikelihood unrestricted model (H1) -10932.199 -10932.199
##
## Akaike (AIC) 21990.282 21990.282
## Bayesian (BIC) 22033.096 22033.096
## Sample-size adjusted Bayesian (SABIC) 22007.682 22007.682
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.186 0.156
## 90 Percent confidence interval - lower 0.157 0.132
## 90 Percent confidence interval - upper 0.216 0.181
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 1.000 1.000
##
## Robust RMSEA 0.185
## 90 Percent confidence interval - lower 0.151
## 90 Percent confidence interval - upper 0.222
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 1.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.045 0.045
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_AGR_PAT =~
## HEX_AGR_PAT_01 1.000 1.057 0.696
## HEX_AGR_PAT_02 0.868 0.050 17.370 0.000 0.918 0.562
## HEX_AGR_PAT_03 1.084 0.049 22.131 0.000 1.147 0.766
## HEX_AGR_PAT_04 1.028 0.055 18.662 0.000 1.087 0.640
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_AGR_PAT_01 1.193 0.079 15.019 0.000 1.193 0.516
## .HEX_AGR_PAT_02 1.829 0.077 23.903 0.000 1.829 0.685
## .HEX_AGR_PAT_03 0.929 0.071 13.111 0.000 0.929 0.414
## .HEX_AGR_PAT_04 1.702 0.090 18.942 0.000 1.702 0.590
## HEX_AGR_PAT 1.118 0.086 12.994 0.000 1.000 1.000Fit is subpar. Let’s check for potential improvements.
Items 1 & 2 and Items 3 & 4 want to covary.
## lavaan 0.6.15 ended normally after 27 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 10
## Number of equality constraints 1
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 1.738 1.167
## Degrees of freedom 1 1
## P-value (Chi-square) 0.187 0.280
## Scaling correction factor 1.490
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1580.925 1312.579
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.204
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 1.000 1.000
## Tucker-Lewis Index (TLI) 0.997 0.999
##
## Robust Comparative Fit Index (CFI) 1.000
## Robust Tucker-Lewis Index (TLI) 0.999
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10933.068 -10933.068
## Loglikelihood unrestricted model (H1) -10932.199 -10932.199
##
## Akaike (AIC) 21884.137 21884.137
## Bayesian (BIC) 21932.303 21932.303
## Sample-size adjusted Bayesian (SABIC) 21903.712 21903.712
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.022 0.010
## 90 Percent confidence interval - lower 0.000 0.000
## 90 Percent confidence interval - upper 0.075 0.059
## P-value H_0: RMSEA <= 0.050 0.745 0.892
## P-value H_0: RMSEA >= 0.080 0.033 0.004
##
## Robust RMSEA 0.013
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.084
## P-value H_0: Robust RMSEA <= 0.050 0.708
## P-value H_0: Robust RMSEA >= 0.080 0.066
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.007 0.007
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_AGR_PAT =~
## HEX_AGR_PAT_01 1.000 1.060 0.698
## HEX_AGR_PAT_02 0.912 0.048 18.830 0.000 0.967 0.592
## HEX_AGR_PAT_03 1.122 0.047 24.090 0.000 1.190 0.794
## HEX_AGR_PAT_04 1.117 0.056 20.025 0.000 1.185 0.698
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_AGR_PAT_01 ~~
## .HEX_AGR_PA (a) -0.303 0.030 -10.133 0.000 -0.303 -0.211
## .HEX_AGR_PAT_03 ~~
## .HEX_AGR_PA (a) -0.303 0.030 -10.133 0.000 -0.303 -0.274
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_AGR_PAT_01 1.186 0.076 15.510 0.000 1.186 0.513
## .HEX_AGR_PAT_02 1.736 0.076 22.808 0.000 1.736 0.650
## .HEX_AGR_PAT_03 0.829 0.069 11.997 0.000 0.829 0.369
## .HEX_AGR_PAT_04 1.479 0.093 15.933 0.000 1.479 0.513
## HEX_AGR_PAT 1.124 0.082 13.723 0.000 1.000 1.000Fit is good.
Let’s analyze main model.
## lavaan 0.6.15 ended normally after 45 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 38
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 1210.865 934.502
## Degrees of freedom 98 98
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.296
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 9103.412 7625.291
## Degrees of freedom 120 120
## P-value 0.000 0.000
## Scaling correction factor 1.194
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.876 0.889
## Tucker-Lewis Index (TLI) 0.848 0.864
##
## Robust Comparative Fit Index (CFI) 0.879
## Robust Tucker-Lewis Index (TLI) 0.852
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -42326.305 -42326.305
## Loglikelihood unrestricted model (H1) -41720.872 -41720.872
##
## Akaike (AIC) 84728.609 84728.609
## Bayesian (BIC) 84931.978 84931.978
## Sample-size adjusted Bayesian (SABIC) 84811.260 84811.260
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.085 0.074
## 90 Percent confidence interval - lower 0.081 0.070
## 90 Percent confidence interval - upper 0.090 0.078
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 0.980 0.005
##
## Robust RMSEA 0.084
## 90 Percent confidence interval - lower 0.079
## 90 Percent confidence interval - upper 0.089
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.923
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.063 0.063
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_AGR =~
## HEX_AGR_FOR 1.000 0.710 0.710
## HEX_AGR_GEN 0.771 0.046 16.803 0.000 0.865 0.865
## HEX_AGR_FLX 0.647 0.049 13.177 0.000 0.819 0.819
## HEX_AGR_PAT 0.778 0.045 17.227 0.000 0.761 0.761
## HEX_AGR_FOR =~
## HEX_AGR_FOR_01 1.000 1.497 0.865
## HEX_AGR_FOR_02 0.929 0.023 40.223 0.000 1.391 0.832
## HEX_AGR_FOR_03 0.301 0.022 13.914 0.000 0.451 0.386
## HEX_AGR_FOR_04 0.859 0.025 34.152 0.000 1.286 0.759
## HEX_AGR_GEN =~
## HEX_AGR_GEN_01 1.000 0.947 0.562
## HEX_AGR_GEN_02 1.041 0.052 20.088 0.000 0.986 0.718
## HEX_AGR_GEN_03 1.106 0.058 19.194 0.000 1.048 0.704
## HEX_AGR_GEN_04 1.002 0.054 18.686 0.000 0.949 0.650
## HEX_AGR_FLX =~
## HEX_AGR_FLX_01 1.000 0.839 0.469
## HEX_AGR_FLX_02 0.920 0.075 12.213 0.000 0.772 0.555
## HEX_AGR_FLX_03 1.187 0.084 14.150 0.000 0.996 0.642
## HEX_AGR_FLX_04 1.153 0.082 14.115 0.000 0.967 0.633
## HEX_AGR_PAT =~
## HEX_AGR_PAT_01 1.000 1.086 0.715
## HEX_AGR_PAT_02 1.017 0.049 20.712 0.000 1.105 0.676
## HEX_AGR_PAT_03 1.006 0.046 21.969 0.000 1.093 0.729
## HEX_AGR_PAT_04 1.031 0.053 19.620 0.000 1.120 0.660
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_AGR_PAT_01 ~~
## .HEX_AGR_PAT_02 -0.479 0.052 -9.178 0.000 -0.479 -0.374
## .HEX_AGR_PAT_03 ~~
## .HEX_AGR_PAT_04 -0.118 0.050 -2.345 0.019 -0.118 -0.090
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_AGR_FOR_01 0.755 0.061 12.482 0.000 0.755 0.252
## .HEX_AGR_FOR_02 0.862 0.065 13.255 0.000 0.862 0.308
## .HEX_AGR_FOR_03 1.160 0.059 19.790 0.000 1.160 0.851
## .HEX_AGR_FOR_04 1.216 0.073 16.659 0.000 1.216 0.424
## .HEX_AGR_GEN_01 1.938 0.085 22.873 0.000 1.938 0.684
## .HEX_AGR_GEN_02 0.917 0.053 17.137 0.000 0.917 0.485
## .HEX_AGR_GEN_03 1.115 0.071 15.646 0.000 1.115 0.504
## .HEX_AGR_GEN_04 1.232 0.061 20.300 0.000 1.232 0.578
## .HEX_AGR_FLX_01 2.499 0.093 26.767 0.000 2.499 0.780
## .HEX_AGR_FLX_02 1.336 0.066 20.204 0.000 1.336 0.692
## .HEX_AGR_FLX_03 1.415 0.069 20.561 0.000 1.415 0.588
## .HEX_AGR_FLX_04 1.401 0.069 20.254 0.000 1.401 0.600
## .HEX_AGR_PAT_01 1.131 0.076 14.791 0.000 1.131 0.489
## .HEX_AGR_PAT_02 1.450 0.074 19.493 0.000 1.450 0.543
## .HEX_AGR_PAT_03 1.050 0.067 15.731 0.000 1.050 0.468
## .HEX_AGR_PAT_04 1.628 0.082 19.780 0.000 1.628 0.565
## HEX_AGR 1.129 0.087 13.013 0.000 1.000 1.000
## .HEX_AGR_FOR 1.111 0.075 14.781 0.000 0.496 0.496
## .HEX_AGR_GEN 0.226 0.037 6.123 0.000 0.252 0.252
## .HEX_AGR_FLX 0.232 0.038 6.080 0.000 0.329 0.329
## .HEX_AGR_PAT 0.497 0.053 9.316 0.000 0.421 0.421## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 3.66 skew = 951 with probability <= 1.2e-188
## small sample skew = 953 with probability <= 3.4e-189
## b2p = 30.8 kurtosis = 19.4 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 23 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 42.720 30.216
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.414
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1706.665 1240.545
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.376
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.976 0.977
## Tucker-Lewis Index (TLI) 0.928 0.931
##
## Robust Comparative Fit Index (CFI) 0.977
## Robust Tucker-Lewis Index (TLI) 0.930
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10962.952 -10962.952
## Loglikelihood unrestricted model (H1) -10941.592 -10941.592
##
## Akaike (AIC) 21941.905 21941.905
## Bayesian (BIC) 21984.719 21984.719
## Sample-size adjusted Bayesian (SABIC) 21959.305 21959.305
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.114 0.095
## 90 Percent confidence interval - lower 0.086 0.071
## 90 Percent confidence interval - upper 0.145 0.121
## P-value H_0: RMSEA <= 0.050 0.000 0.001
## P-value H_0: RMSEA >= 0.080 0.976 0.857
##
## Robust RMSEA 0.113
## 90 Percent confidence interval - lower 0.080
## 90 Percent confidence interval - upper 0.150
## P-value H_0: Robust RMSEA <= 0.050 0.001
## P-value H_0: Robust RMSEA >= 0.080 0.948
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.026 0.026
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_CNS_ORG =~
## HEX_CNS_ORG_01 1.000 0.983 0.590
## HEX_CNS_ORG_02 0.824 0.049 16.749 0.000 0.811 0.604
## HEX_CNS_ORG_03 1.360 0.072 18.982 0.000 1.337 0.770
## HEX_CNS_ORG_04 1.336 0.071 18.755 0.000 1.314 0.771
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_ORG_01 1.808 0.086 21.068 0.000 1.808 0.651
## .HEX_CNS_ORG_02 1.144 0.060 19.032 0.000 1.144 0.635
## .HEX_CNS_ORG_03 1.227 0.096 12.728 0.000 1.227 0.407
## .HEX_CNS_ORG_04 1.181 0.094 12.514 0.000 1.181 0.406
## HEX_CNS_ORG 0.967 0.088 10.967 0.000 1.000 1.000Fit only “just” above thresholds. #### Diligence
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1558 num.vars = 4
## b1p = 3.19 skew = 829 with probability <= 1.1e-162
## small sample skew = 831 with probability <= 3.8e-163
## b2p = 33.6 kurtosis = 27.3 with probability <= 0Assumption of multivariate normality violated. Hence we should use the robust estimator. However, if we do so, one participant will be excluded, because MLM doesn’t allow imputation. Will hence use ML but with FIML imputation.
## lavaan 0.6.15 ended normally after 32 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 12
##
## Number of observations 1559
## Number of missing patterns 2
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 72.052 44.158
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.632
## Yuan-Bentler correction (Mplus variant)
##
## Model Test Baseline Model:
##
## Test statistic 1586.465 887.313
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.788
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.956 0.952
## Tucker-Lewis Index (TLI) 0.867 0.856
##
## Robust Comparative Fit Index (CFI) 0.956
## Robust Tucker-Lewis Index (TLI) 0.869
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10490.120 -10490.120
## Scaling correction factor 1.295
## for the MLR correction
## Loglikelihood unrestricted model (H1) -10454.094 -10454.094
## Scaling correction factor 1.343
## for the MLR correction
##
## Akaike (AIC) 21004.240 21004.240
## Bayesian (BIC) 21068.462 21068.462
## Sample-size adjusted Bayesian (SABIC) 21030.340 21030.340
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.150 0.116
## 90 Percent confidence interval - lower 0.121 0.094
## 90 Percent confidence interval - upper 0.181 0.140
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 1.000 0.996
##
## Robust RMSEA 0.148
## 90 Percent confidence interval - lower 0.111
## 90 Percent confidence interval - upper 0.189
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.998
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.035 0.035
##
## Parameter Estimates:
##
## Standard errors Sandwich
## Information bread Observed
## Observed information based on Hessian
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_CNS_DIL =~
## HEX_CNS_DIL_01 1.000 0.980 0.696
## HEX_CNS_DIL_02 1.075 0.047 22.715 0.000 1.054 0.794
## HEX_CNS_DIL_03 0.974 0.064 15.211 0.000 0.954 0.607
## HEX_CNS_DIL_04 0.940 0.062 15.121 0.000 0.921 0.580
##
## Intercepts:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_DIL_01 5.053 0.036 141.754 0.000 5.053 3.590
## .HEX_CNS_DIL_02 5.335 0.034 158.679 0.000 5.335 4.019
## .HEX_CNS_DIL_03 5.074 0.040 127.473 0.000 5.074 3.228
## .HEX_CNS_DIL_04 5.259 0.040 130.699 0.000 5.259 3.311
## HEX_CNS_DIL 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_DIL_01 1.021 0.072 14.108 0.000 1.021 0.516
## .HEX_CNS_DIL_02 0.652 0.063 10.390 0.000 0.652 0.370
## .HEX_CNS_DIL_03 1.560 0.085 18.280 0.000 1.560 0.631
## .HEX_CNS_DIL_04 1.675 0.098 17.009 0.000 1.675 0.664
## HEX_CNS_DIL 0.960 0.081 11.875 0.000 1.000 1.000Fit is bad. Let’s inspect.
Items 1 & 2, and items 3 & 4 want to covary.
## lavaan 0.6.15 ended normally after 37 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 14
## Number of equality constraints 1
##
## Number of observations 1559
## Number of missing patterns 2
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 5.560 3.473
## Degrees of freedom 1 1
## P-value (Chi-square) 0.018 0.062
## Scaling correction factor 1.601
## Yuan-Bentler correction (Mplus variant)
##
## Model Test Baseline Model:
##
## Test statistic 1586.465 887.313
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.788
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.997 0.997
## Tucker-Lewis Index (TLI) 0.983 0.983
##
## Robust Comparative Fit Index (CFI) 0.998
## Robust Tucker-Lewis Index (TLI) 0.985
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10456.874 -10456.874
## Scaling correction factor 1.229
## for the MLR correction
## Loglikelihood unrestricted model (H1) -10454.094 -10454.094
## Scaling correction factor 1.343
## for the MLR correction
##
## Akaike (AIC) 20939.747 20939.747
## Bayesian (BIC) 21009.321 21009.321
## Sample-size adjusted Bayesian (SABIC) 20968.023 20968.023
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.054 0.040
## 90 Percent confidence interval - lower 0.018 0.007
## 90 Percent confidence interval - upper 0.101 0.078
## P-value H_0: RMSEA <= 0.050 0.351 0.605
## P-value H_0: RMSEA >= 0.080 0.212 0.041
##
## Robust RMSEA 0.050
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.114
## P-value H_0: Robust RMSEA <= 0.050 0.384
## P-value H_0: Robust RMSEA >= 0.080 0.269
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.008 0.008
##
## Parameter Estimates:
##
## Standard errors Sandwich
## Information bread Observed
## Observed information based on Hessian
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_CNS_DIL =~
## HEX_CNS_DIL_01 1.000 0.874 0.621
## HEX_CNS_DIL_02 1.124 0.064 17.592 0.000 0.983 0.740
## HEX_CNS_DIL_03 1.123 0.077 14.603 0.000 0.982 0.625
## HEX_CNS_DIL_04 1.066 0.068 15.746 0.000 0.932 0.586
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_DIL_01 ~~
## .HEX_CNS_DI (a) 0.231 0.041 5.619 0.000 0.231 0.235
## .HEX_CNS_DIL_03 ~~
## .HEX_CNS_DI (a) 0.231 0.041 5.619 0.000 0.231 0.146
##
## Intercepts:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_DIL_01 5.053 0.036 141.754 0.000 5.053 3.590
## .HEX_CNS_DIL_02 5.335 0.034 158.679 0.000 5.335 4.019
## .HEX_CNS_DIL_03 5.074 0.040 127.473 0.000 5.074 3.228
## .HEX_CNS_DIL_04 5.258 0.040 130.675 0.000 5.258 3.311
## HEX_CNS_DIL 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_DIL_01 1.217 0.077 15.867 0.000 1.217 0.614
## .HEX_CNS_DIL_02 0.797 0.066 12.003 0.000 0.797 0.452
## .HEX_CNS_DIL_03 1.506 0.081 18.566 0.000 1.506 0.610
## .HEX_CNS_DIL_04 1.655 0.096 17.327 0.000 1.655 0.656
## HEX_CNS_DIL 0.764 0.082 9.329 0.000 1.000 1.000Fit is now good.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 4.4 skew = 1143 with probability <= 1.4e-229
## small sample skew = 1146 with probability <= 3e-230
## b2p = 32.2 kurtosis = 23.4 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 31 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 37.037 30.643
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.209
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 811.845 632.400
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.284
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.957 0.954
## Tucker-Lewis Index (TLI) 0.870 0.863
##
## Robust Comparative Fit Index (CFI) 0.957
## Robust Tucker-Lewis Index (TLI) 0.871
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10275.928 -10275.928
## Loglikelihood unrestricted model (H1) -10257.410 -10257.410
##
## Akaike (AIC) 20567.857 20567.857
## Bayesian (BIC) 20610.671 20610.671
## Sample-size adjusted Bayesian (SABIC) 20585.257 20585.257
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.106 0.096
## 90 Percent confidence interval - lower 0.078 0.070
## 90 Percent confidence interval - upper 0.137 0.124
## P-value H_0: RMSEA <= 0.050 0.001 0.002
## P-value H_0: RMSEA >= 0.080 0.936 0.852
##
## Robust RMSEA 0.105
## 90 Percent confidence interval - lower 0.074
## 90 Percent confidence interval - upper 0.140
## P-value H_0: Robust RMSEA <= 0.050 0.002
## P-value H_0: Robust RMSEA >= 0.080 0.914
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.036 0.036
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_CNS_PER =~
## HEX_CNS_PER_01 1.000 0.690 0.522
## HEX_CNS_PER_02 1.078 0.090 12.039 0.000 0.744 0.609
## HEX_CNS_PER_03 1.168 0.098 11.969 0.000 0.806 0.723
## HEX_CNS_PER_04 0.940 0.094 10.052 0.000 0.649 0.364
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_PER_01 1.268 0.081 15.665 0.000 1.268 0.727
## .HEX_CNS_PER_02 0.939 0.073 12.854 0.000 0.939 0.629
## .HEX_CNS_PER_03 0.592 0.061 9.753 0.000 0.592 0.477
## .HEX_CNS_PER_04 2.753 0.087 31.712 0.000 2.753 0.867
## HEX_CNS_PER 0.476 0.063 7.563 0.000 1.000 1.000Fit only just above thresholds.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 2.6 skew = 675 with probability <= 3.7e-130
## small sample skew = 677 with probability <= 1.5e-130
## b2p = 31.8 kurtosis = 22.3 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 25 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 48.292 29.245
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.651
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1280.309 954.086
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.342
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.964 0.971
## Tucker-Lewis Index (TLI) 0.891 0.914
##
## Robust Comparative Fit Index (CFI) 0.965
## Robust Tucker-Lewis Index (TLI) 0.894
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10459.351 -10459.351
## Loglikelihood unrestricted model (H1) -10435.205 -10435.205
##
## Akaike (AIC) 20934.703 20934.703
## Bayesian (BIC) 20977.517 20977.517
## Sample-size adjusted Bayesian (SABIC) 20952.103 20952.103
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.122 0.093
## 90 Percent confidence interval - lower 0.094 0.071
## 90 Percent confidence interval - upper 0.153 0.118
## P-value H_0: RMSEA <= 0.050 0.000 0.001
## P-value H_0: RMSEA >= 0.080 0.992 0.848
##
## Robust RMSEA 0.120
## 90 Percent confidence interval - lower 0.084
## 90 Percent confidence interval - upper 0.160
## P-value H_0: Robust RMSEA <= 0.050 0.001
## P-value H_0: Robust RMSEA >= 0.080 0.965
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.036 0.036
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_CNS_PRU =~
## HEX_CNS_PRU_01 1.000 1.134 0.788
## HEX_CNS_PRU_02 0.759 0.045 16.893 0.000 0.861 0.617
## HEX_CNS_PRU_03 0.653 0.046 14.173 0.000 0.740 0.519
## HEX_CNS_PRU_04 0.784 0.046 16.926 0.000 0.889 0.611
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_PRU_01 0.787 0.078 10.124 0.000 0.787 0.380
## .HEX_CNS_PRU_02 1.203 0.066 18.276 0.000 1.203 0.619
## .HEX_CNS_PRU_03 1.488 0.080 18.607 0.000 1.488 0.731
## .HEX_CNS_PRU_04 1.331 0.078 17.016 0.000 1.331 0.627
## HEX_CNS_PRU 1.286 0.090 14.247 0.000 1.000 1.000Although not great, fit is within of thresholds.
Let’s analyze main model as well.
## lavaan 0.6.15 ended normally after 63 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 44
##
## Used Total
## Number of observations 1558 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 925.487 681.935
## Degrees of freedom 92 92
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.357
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 8251.991 6431.378
## Degrees of freedom 120 120
## P-value 0.000 0.000
## Scaling correction factor 1.283
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.898 0.907
## Tucker-Lewis Index (TLI) 0.866 0.878
##
## Robust Comparative Fit Index (CFI) 0.901
## Robust Tucker-Lewis Index (TLI) 0.871
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -41086.060 -41086.060
## Loglikelihood unrestricted model (H1) -40623.316 -40623.316
##
## Akaike (AIC) 82260.119 82260.119
## Bayesian (BIC) 82495.570 82495.570
## Sample-size adjusted Bayesian (SABIC) 82355.793 82355.793
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.076 0.064
## 90 Percent confidence interval - lower 0.072 0.060
## 90 Percent confidence interval - upper 0.081 0.068
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 0.086 0.000
##
## Robust RMSEA 0.075
## 90 Percent confidence interval - lower 0.070
## 90 Percent confidence interval - upper 0.080
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.051
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.059 0.059
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_CNS =~
## HEX_CNS_ORG 1.000 0.807 0.807
## HEX_CNS_DIL 0.728 0.053 13.851 0.000 0.842 0.842
## HEX_CNS_PER 0.433 0.049 8.910 0.000 0.666 0.666
## HEX_CNS_PRU 1.033 0.074 13.947 0.000 0.905 0.905
## HEX_CNS_ORG =~
## HEX_CNS_ORG_01 1.000 0.987 0.592
## HEX_CNS_ORG_02 0.884 0.052 17.150 0.000 0.873 0.650
## HEX_CNS_ORG_03 1.286 0.072 17.867 0.000 1.269 0.731
## HEX_CNS_ORG_04 1.411 0.067 21.218 0.000 1.393 0.818
## HEX_CNS_DIL =~
## HEX_CNS_DIL_01 1.000 0.689 0.489
## HEX_CNS_DIL_02 1.125 0.059 18.947 0.000 0.775 0.583
## HEX_CNS_DIL_03 1.810 0.128 14.136 0.000 1.247 0.793
## HEX_CNS_DIL_04 1.718 0.119 14.384 0.000 1.183 0.745
## HEX_CNS_PER =~
## HEX_CNS_PER_01 1.000 0.518 0.392
## HEX_CNS_PER_02 2.006 0.223 8.996 0.000 1.039 0.850
## HEX_CNS_PER_03 1.614 0.169 9.570 0.000 0.835 0.751
## HEX_CNS_PER_04 0.954 0.107 8.945 0.000 0.494 0.277
## HEX_CNS_PRU =~
## HEX_CNS_PRU_01 1.000 0.908 0.631
## HEX_CNS_PRU_02 1.119 0.060 18.776 0.000 1.017 0.730
## HEX_CNS_PRU_03 0.805 0.057 14.209 0.000 0.731 0.513
## HEX_CNS_PRU_04 0.875 0.045 19.636 0.000 0.795 0.546
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_ORG_01 ~~
## .HEX_CNS_ORG_04 -0.214 0.057 -3.756 0.000 -0.214 -0.162
## .HEX_CNS_ORG_02 ~~
## .HEX_CNS_ORG_03 -0.127 0.050 -2.526 0.012 -0.127 -0.105
## .HEX_CNS_DIL_01 ~~
## .HEX_CNS_DIL_02 0.557 0.050 11.039 0.000 0.557 0.421
## .HEX_CNS_DIL_03 ~~
## .HEX_CNS_DIL_04 -0.329 0.076 -4.359 0.000 -0.329 -0.325
## .HEX_CNS_PER_01 ~~
## .HEX_CNS_PER_04 0.421 0.061 6.929 0.000 0.421 0.202
## .HEX_CNS_PER_02 ~~
## .HEX_CNS_PER_03 -0.242 0.069 -3.521 0.000 -0.242 -0.511
## .HEX_CNS_PRU_01 ~~
## .HEX_CNS_PRU_04 0.349 0.058 6.027 0.000 0.349 0.256
## .HEX_CNS_PRU_02 ~~
## .HEX_CNS_PRU_03 0.063 0.052 1.216 0.224 0.063 0.054
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_CNS_ORG_01 1.803 0.088 20.596 0.000 1.803 0.649
## .HEX_CNS_ORG_02 1.040 0.056 18.537 0.000 1.040 0.577
## .HEX_CNS_ORG_03 1.402 0.094 14.857 0.000 1.402 0.465
## .HEX_CNS_ORG_04 0.963 0.084 11.498 0.000 0.963 0.332
## .HEX_CNS_DIL_01 1.508 0.068 22.338 0.000 1.508 0.761
## .HEX_CNS_DIL_02 1.163 0.063 18.350 0.000 1.163 0.660
## .HEX_CNS_DIL_03 0.914 0.098 9.362 0.000 0.914 0.370
## .HEX_CNS_DIL_04 1.123 0.103 10.953 0.000 1.123 0.445
## .HEX_CNS_PER_01 1.477 0.076 19.535 0.000 1.477 0.846
## .HEX_CNS_PER_02 0.415 0.102 4.072 0.000 0.415 0.278
## .HEX_CNS_PER_03 0.540 0.072 7.481 0.000 0.540 0.436
## .HEX_CNS_PER_04 2.932 0.078 37.791 0.000 2.932 0.923
## .HEX_CNS_PRU_01 1.246 0.069 18.101 0.000 1.246 0.602
## .HEX_CNS_PRU_02 0.907 0.071 12.811 0.000 0.907 0.467
## .HEX_CNS_PRU_03 1.498 0.081 18.410 0.000 1.498 0.737
## .HEX_CNS_PRU_04 1.490 0.073 20.532 0.000 1.490 0.702
## HEX_CNS 0.634 0.064 9.935 0.000 1.000 1.000
## .HEX_CNS_ORG 0.340 0.046 7.423 0.000 0.349 0.349
## .HEX_CNS_DIL 0.138 0.022 6.172 0.000 0.291 0.291
## .HEX_CNS_PER 0.149 0.024 6.173 0.000 0.556 0.556
## .HEX_CNS_PRU 0.149 0.034 4.433 0.000 0.181 0.181## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 2.66 skew = 691 with probability <= 1.7e-133
## small sample skew = 693 with probability <= 6.8e-134
## b2p = 27.3 kurtosis = 9.52 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 29 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 9.097 7.050
## Degrees of freedom 2 2
## P-value (Chi-square) 0.011 0.029
## Scaling correction factor 1.290
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1047.712 836.799
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.252
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.993 0.994
## Tucker-Lewis Index (TLI) 0.980 0.982
##
## Robust Comparative Fit Index (CFI) 0.994
## Robust Tucker-Lewis Index (TLI) 0.981
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11925.069 -11925.069
## Loglikelihood unrestricted model (H1) -11920.521 -11920.521
##
## Akaike (AIC) 23866.139 23866.139
## Bayesian (BIC) 23908.953 23908.953
## Sample-size adjusted Bayesian (SABIC) 23883.539 23883.539
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.048 0.040
## 90 Percent confidence interval - lower 0.020 0.014
## 90 Percent confidence interval - upper 0.081 0.070
## P-value H_0: RMSEA <= 0.050 0.481 0.661
## P-value H_0: RMSEA >= 0.080 0.056 0.012
##
## Robust RMSEA 0.046
## 90 Percent confidence interval - lower 0.012
## 90 Percent confidence interval - upper 0.084
## P-value H_0: Robust RMSEA <= 0.050 0.502
## P-value H_0: Robust RMSEA >= 0.080 0.076
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.017 0.017
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_OPN_AES =~
## HEX_OPN_AES_01 1.000 1.297 0.737
## HEX_OPN_AES_02 0.975 0.059 16.414 0.000 1.264 0.621
## HEX_OPN_AES_03 0.939 0.055 16.972 0.000 1.217 0.643
## HEX_OPN_AES_04 0.456 0.042 10.983 0.000 0.592 0.400
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_AES_01 1.417 0.120 11.853 0.000 1.417 0.457
## .HEX_OPN_AES_02 2.551 0.133 19.127 0.000 2.551 0.615
## .HEX_OPN_AES_03 2.100 0.120 17.480 0.000 2.100 0.586
## .HEX_OPN_AES_04 1.838 0.086 21.265 0.000 1.838 0.840
## HEX_OPN_AES 1.682 0.135 12.424 0.000 1.000 1.000Fit is good.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 2.28 skew = 594 with probability <= 6.5e-113
## small sample skew = 595 with probability <= 3e-113
## b2p = 27.6 kurtosis = 10.4 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 26 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 35.331 25.347
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.394
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1366.557 1033.505
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.322
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.976 0.977
## Tucker-Lewis Index (TLI) 0.927 0.932
##
## Robust Comparative Fit Index (CFI) 0.976
## Robust Tucker-Lewis Index (TLI) 0.928
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11635.966 -11635.966
## Loglikelihood unrestricted model (H1) -11618.301 -11618.301
##
## Akaike (AIC) 23287.933 23287.933
## Bayesian (BIC) 23330.747 23330.747
## Sample-size adjusted Bayesian (SABIC) 23305.333 23305.333
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.103 0.087
## 90 Percent confidence interval - lower 0.075 0.062
## 90 Percent confidence interval - upper 0.135 0.113
## P-value H_0: RMSEA <= 0.050 0.001 0.007
## P-value H_0: RMSEA >= 0.080 0.916 0.695
##
## Robust RMSEA 0.102
## 90 Percent confidence interval - lower 0.069
## 90 Percent confidence interval - upper 0.139
## P-value H_0: Robust RMSEA <= 0.050 0.006
## P-value H_0: Robust RMSEA >= 0.080 0.872
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.027 0.027
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_OPN_INQ =~
## HEX_OPN_INQ_01 1.000 1.194 0.705
## HEX_OPN_INQ_02 0.937 0.050 18.785 0.000 1.119 0.681
## HEX_OPN_INQ_03 0.960 0.053 18.255 0.000 1.146 0.641
## HEX_OPN_INQ_04 0.901 0.055 16.337 0.000 1.076 0.585
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_INQ_01 1.447 0.097 14.842 0.000 1.447 0.504
## .HEX_OPN_INQ_02 1.447 0.083 17.334 0.000 1.447 0.536
## .HEX_OPN_INQ_03 1.882 0.102 18.400 0.000 1.882 0.589
## .HEX_OPN_INQ_04 2.229 0.114 19.521 0.000 2.229 0.658
## HEX_OPN_INQ 1.426 0.112 12.683 0.000 1.000 1.000Fit is just within thresholds.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 2.24 skew = 583 with probability <= 1e-110
## small sample skew = 585 with probability <= 4.7e-111
## b2p = 27.6 kurtosis = 10.4 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 27 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 6.061 4.501
## Degrees of freedom 2 2
## P-value (Chi-square) 0.048 0.105
## Scaling correction factor 1.347
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1702.802 1386.869
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.228
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.998 0.998
## Tucker-Lewis Index (TLI) 0.993 0.995
##
## Robust Comparative Fit Index (CFI) 0.998
## Robust Tucker-Lewis Index (TLI) 0.994
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11335.283 -11335.283
## Loglikelihood unrestricted model (H1) -11332.252 -11332.252
##
## Akaike (AIC) 22686.565 22686.565
## Bayesian (BIC) 22729.380 22729.380
## Sample-size adjusted Bayesian (SABIC) 22703.965 22703.965
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.036 0.028
## 90 Percent confidence interval - lower 0.003 0.000
## 90 Percent confidence interval - upper 0.071 0.059
## P-value H_0: RMSEA <= 0.050 0.700 0.861
## P-value H_0: RMSEA >= 0.080 0.016 0.002
##
## Robust RMSEA 0.033
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.074
## P-value H_0: Robust RMSEA <= 0.050 0.696
## P-value H_0: Robust RMSEA >= 0.080 0.028
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.011 0.011
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_OPN_CRE =~
## HEX_OPN_CRE_01 1.000 0.873 0.522
## HEX_OPN_CRE_02 1.417 0.079 17.844 0.000 1.237 0.710
## HEX_OPN_CRE_03 1.122 0.068 16.614 0.000 0.979 0.641
## HEX_OPN_CRE_04 1.855 0.100 18.543 0.000 1.619 0.849
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_CRE_01 2.036 0.079 25.710 0.000 2.036 0.728
## .HEX_OPN_CRE_02 1.503 0.087 17.285 0.000 1.503 0.496
## .HEX_OPN_CRE_03 1.376 0.069 19.801 0.000 1.376 0.589
## .HEX_OPN_CRE_04 1.019 0.119 8.534 0.000 1.019 0.280
## HEX_OPN_CRE 0.762 0.076 10.065 0.000 1.000 1.000Fit is great.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1558 num.vars = 4
## b1p = 1.16 skew = 302 with probability <= 2.6e-52
## small sample skew = 303 with probability <= 1.8e-52
## b2p = 26.1 kurtosis = 5.95 with probability <= 2.6e-09Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 37 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 12
##
## Number of observations 1559
## Number of missing patterns 2
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 24.571 24.234
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.014
## Yuan-Bentler correction (Mplus variant)
##
## Model Test Baseline Model:
##
## Test statistic 635.938 472.366
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.346
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.964 0.952
## Tucker-Lewis Index (TLI) 0.893 0.857
##
## Robust Comparative Fit Index (CFI) 0.964
## Robust Tucker-Lewis Index (TLI) 0.893
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11397.939 -11397.939
## Scaling correction factor 1.086
## for the MLR correction
## Loglikelihood unrestricted model (H1) -11385.653 -11385.653
## Scaling correction factor 1.076
## for the MLR correction
##
## Akaike (AIC) 22819.878 22819.878
## Bayesian (BIC) 22884.100 22884.100
## Sample-size adjusted Bayesian (SABIC) 22845.979 22845.979
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.085 0.084
## 90 Percent confidence interval - lower 0.057 0.057
## 90 Percent confidence interval - upper 0.117 0.116
## P-value H_0: RMSEA <= 0.050 0.021 0.022
## P-value H_0: RMSEA >= 0.080 0.649 0.637
##
## Robust RMSEA 0.085
## 90 Percent confidence interval - lower 0.055
## 90 Percent confidence interval - upper 0.118
## P-value H_0: Robust RMSEA <= 0.050 0.027
## P-value H_0: Robust RMSEA >= 0.080 0.638
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.025 0.025
##
## Parameter Estimates:
##
## Standard errors Sandwich
## Information bread Observed
## Observed information based on Hessian
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_OPN_UNC =~
## HEX_OPN_UNC_01 1.000 0.887 0.560
## HEX_OPN_UNC_02 0.959 0.097 9.869 0.000 0.850 0.645
## HEX_OPN_UNC_03 0.706 0.093 7.602 0.000 0.626 0.369
## HEX_OPN_UNC_04 1.061 0.087 12.203 0.000 0.940 0.533
##
## Intercepts:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_UNC_01 4.915 0.040 122.536 0.000 4.915 3.103
## .HEX_OPN_UNC_02 4.772 0.033 142.809 0.000 4.772 3.617
## .HEX_OPN_UNC_03 3.787 0.043 88.200 0.000 3.787 2.235
## .HEX_OPN_UNC_04 4.859 0.045 108.715 0.000 4.859 2.753
## HEX_OPN_UNC 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_UNC_01 1.723 0.109 15.827 0.000 1.723 0.687
## .HEX_OPN_UNC_02 1.018 0.088 11.531 0.000 1.018 0.585
## .HEX_OPN_UNC_03 2.481 0.091 27.185 0.000 2.481 0.864
## .HEX_OPN_UNC_04 2.230 0.134 16.673 0.000 2.230 0.716
## HEX_OPN_UNC 0.786 0.103 7.649 0.000 1.000 1.000Fit is subpar. Let’s inspect.
Items 1 & 4 and items 2 & 3 want to covary.
## lavaan 0.6.15 ended normally after 41 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 14
## Number of equality constraints 1
##
## Number of observations 1559
## Number of missing patterns 2
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 2.806 2.633
## Degrees of freedom 1 1
## P-value (Chi-square) 0.094 0.105
## Scaling correction factor 1.066
## Yuan-Bentler correction (Mplus variant)
##
## Model Test Baseline Model:
##
## Test statistic 635.938 472.366
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.346
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.997 0.996
## Tucker-Lewis Index (TLI) 0.983 0.979
##
## Robust Comparative Fit Index (CFI) 0.997
## Robust Tucker-Lewis Index (TLI) 0.983
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11387.056 -11387.056
## Scaling correction factor 1.000
## for the MLR correction
## Loglikelihood unrestricted model (H1) -11385.653 -11385.653
## Scaling correction factor 1.076
## for the MLR correction
##
## Akaike (AIC) 22800.113 22800.113
## Bayesian (BIC) 22869.686 22869.686
## Sample-size adjusted Bayesian (SABIC) 22828.388 22828.388
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.034 0.032
## 90 Percent confidence interval - lower 0.000 0.000
## 90 Percent confidence interval - upper 0.084 0.081
## P-value H_0: RMSEA <= 0.050 0.618 0.649
## P-value H_0: RMSEA >= 0.080 0.069 0.055
##
## Robust RMSEA 0.033
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.086
## P-value H_0: Robust RMSEA <= 0.050 0.614
## P-value H_0: Robust RMSEA >= 0.080 0.076
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.008 0.008
##
## Parameter Estimates:
##
## Standard errors Sandwich
## Information bread Observed
## Observed information based on Hessian
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_OPN_UNC =~
## HEX_OPN_UNC_01 1.000 0.855 0.540
## HEX_OPN_UNC_02 1.001 0.092 10.929 0.000 0.857 0.649
## HEX_OPN_UNC_03 0.624 0.086 7.274 0.000 0.534 0.315
## HEX_OPN_UNC_04 1.032 0.101 10.205 0.000 0.883 0.500
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_UNC_01 ~~
## .HEX_OPN_UN (a) 0.192 0.047 4.096 0.000 0.192 0.094
## .HEX_OPN_UNC_02 ~~
## .HEX_OPN_UN (a) 0.192 0.047 4.096 0.000 0.192 0.119
##
## Intercepts:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_UNC_01 4.915 0.040 122.536 0.000 4.915 3.103
## .HEX_OPN_UNC_02 4.772 0.033 142.809 0.000 4.772 3.617
## .HEX_OPN_UNC_03 3.787 0.043 88.200 0.000 3.787 2.235
## .HEX_OPN_UNC_04 4.859 0.045 108.715 0.000 4.859 2.753
## HEX_OPN_UNC 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_UNC_01 1.777 0.103 17.264 0.000 1.777 0.708
## .HEX_OPN_UNC_02 1.007 0.085 11.892 0.000 1.007 0.579
## .HEX_OPN_UNC_03 2.588 0.089 29.091 0.000 2.588 0.901
## .HEX_OPN_UNC_04 2.335 0.127 18.385 0.000 2.335 0.750
## HEX_OPN_UNC 0.732 0.096 7.655 0.000 1.000 1.000Fit is now great.
Let’s analyze main model as well.
## lavaan 0.6.15 ended normally after 56 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 40
##
## Used Total
## Number of observations 1558 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 646.126 523.681
## Degrees of freedom 96 96
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.234
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 7124.699 5836.703
## Degrees of freedom 120 120
## P-value 0.000 0.000
## Scaling correction factor 1.221
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.921 0.925
## Tucker-Lewis Index (TLI) 0.902 0.906
##
## Robust Comparative Fit Index (CFI) 0.924
## Robust Tucker-Lewis Index (TLI) 0.905
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -45368.075 -45368.075
## Loglikelihood unrestricted model (H1) -45045.012 -45045.012
##
## Akaike (AIC) 90816.150 90816.150
## Bayesian (BIC) 91030.196 91030.196
## Sample-size adjusted Bayesian (SABIC) 90903.125 90903.125
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.061 0.053
## 90 Percent confidence interval - lower 0.056 0.049
## 90 Percent confidence interval - upper 0.065 0.058
## P-value H_0: RMSEA <= 0.050 0.000 0.076
## P-value H_0: RMSEA >= 0.080 0.000 0.000
##
## Robust RMSEA 0.059
## 90 Percent confidence interval - lower 0.054
## 90 Percent confidence interval - upper 0.064
## P-value H_0: Robust RMSEA <= 0.050 0.001
## P-value H_0: Robust RMSEA >= 0.080 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.043 0.043
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_OPN =~
## HEX_OPN_AES 1.000 0.961 0.961
## HEX_OPN_INQ 0.702 0.042 16.576 0.000 0.681 0.681
## HEX_OPN_CRE 0.557 0.037 15.004 0.000 0.783 0.783
## HEX_OPN_UNC 0.513 0.040 12.707 0.000 0.823 0.823
## HEX_OPN_AES =~
## HEX_OPN_AES_01 1.000 1.298 0.737
## HEX_OPN_AES_02 0.993 0.045 21.869 0.000 1.289 0.633
## HEX_OPN_AES_03 0.909 0.039 23.074 0.000 1.180 0.624
## HEX_OPN_AES_04 0.467 0.038 12.414 0.000 0.607 0.410
## HEX_OPN_INQ =~
## HEX_OPN_INQ_01 1.000 1.286 0.759
## HEX_OPN_INQ_02 0.816 0.046 17.701 0.000 1.049 0.638
## HEX_OPN_INQ_03 0.861 0.049 17.625 0.000 1.108 0.620
## HEX_OPN_INQ_04 0.967 0.050 19.514 0.000 1.243 0.675
## HEX_OPN_CRE =~
## HEX_OPN_CRE_01 1.000 0.888 0.531
## HEX_OPN_CRE_02 1.504 0.081 18.570 0.000 1.336 0.767
## HEX_OPN_CRE_03 1.100 0.065 16.846 0.000 0.977 0.639
## HEX_OPN_CRE_04 1.691 0.084 20.089 0.000 1.501 0.787
## HEX_OPN_UNC =~
## HEX_OPN_UNC_01 1.000 0.777 0.491
## HEX_OPN_UNC_02 0.818 0.067 12.225 0.000 0.636 0.482
## HEX_OPN_UNC_03 0.667 0.080 8.351 0.000 0.519 0.306
## HEX_OPN_UNC_04 1.660 0.121 13.735 0.000 1.291 0.731
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_INQ_01 ~~
## .HEX_OPN_INQ_04 -0.466 0.076 -6.112 0.000 -0.466 -0.311
## .HEX_OPN_INQ_02 ~~
## .HEX_OPN_INQ_03 -0.007 0.070 -0.100 0.921 -0.007 -0.004
## .HEX_OPN_UNC_01 ~~
## .HEX_OPN_UNC_04 -0.055 0.079 -0.697 0.486 -0.055 -0.033
## .HEX_OPN_UNC_02 ~~
## .HEX_OPN_UNC_03 0.320 0.057 5.605 0.000 0.320 0.171
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_OPN_AES_01 1.415 0.095 14.929 0.000 1.415 0.456
## .HEX_OPN_AES_02 2.486 0.114 21.748 0.000 2.486 0.599
## .HEX_OPN_AES_03 2.190 0.099 22.171 0.000 2.190 0.611
## .HEX_OPN_AES_04 1.822 0.084 21.633 0.000 1.822 0.832
## .HEX_OPN_INQ_01 1.220 0.100 12.245 0.000 1.220 0.424
## .HEX_OPN_INQ_02 1.600 0.086 18.693 0.000 1.600 0.592
## .HEX_OPN_INQ_03 1.970 0.098 20.097 0.000 1.970 0.616
## .HEX_OPN_INQ_04 1.842 0.120 15.333 0.000 1.842 0.544
## .HEX_OPN_CRE_01 2.009 0.079 25.522 0.000 2.009 0.718
## .HEX_OPN_CRE_02 1.250 0.079 15.764 0.000 1.250 0.412
## .HEX_OPN_CRE_03 1.382 0.068 20.464 0.000 1.382 0.592
## .HEX_OPN_CRE_04 1.386 0.098 14.128 0.000 1.386 0.381
## .HEX_OPN_UNC_01 1.905 0.096 19.859 0.000 1.905 0.759
## .HEX_OPN_UNC_02 1.337 0.064 20.948 0.000 1.337 0.768
## .HEX_OPN_UNC_03 2.603 0.078 33.236 0.000 2.603 0.906
## .HEX_OPN_UNC_04 1.451 0.133 10.873 0.000 1.451 0.465
## HEX_OPN 1.557 0.117 13.348 0.000 1.000 1.000
## .HEX_OPN_AES 0.129 0.066 1.966 0.049 0.077 0.077
## .HEX_OPN_INQ 0.887 0.087 10.140 0.000 0.536 0.536
## .HEX_OPN_CRE 0.305 0.037 8.226 0.000 0.387 0.387
## .HEX_OPN_UNC 0.195 0.042 4.617 0.000 0.322 0.322## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 5.85 skew = 1520 with probability <= 2.5e-310
## small sample skew = 1524 with probability <= 3.4e-311
## b2p = 34.1 kurtosis = 28.7 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 26 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 69.656 49.839
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.398
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 968.254 637.519
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.519
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.930 0.924
## Tucker-Lewis Index (TLI) 0.789 0.773
##
## Robust Comparative Fit Index (CFI) 0.930
## Robust Tucker-Lewis Index (TLI) 0.791
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10570.292 -10570.292
## Loglikelihood unrestricted model (H1) -10535.464 -10535.464
##
## Akaike (AIC) 21156.584 21156.584
## Bayesian (BIC) 21199.398 21199.398
## Sample-size adjusted Bayesian (SABIC) 21173.984 21173.984
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.147 0.124
## 90 Percent confidence interval - lower 0.119 0.100
## 90 Percent confidence interval - upper 0.178 0.150
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 1.000 0.998
##
## Robust RMSEA 0.146
## 90 Percent confidence interval - lower 0.113
## 90 Percent confidence interval - upper 0.183
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.999
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.052 0.052
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_ALT =~
## HEX_ALT_01 1.000 0.991 0.840
## HEX_ALT_02 0.831 0.066 12.636 0.000 0.823 0.576
## HEX_ALT_03 0.618 0.058 10.716 0.000 0.612 0.394
## HEX_ALT_04 0.738 0.060 12.228 0.000 0.731 0.476
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_ALT_01 0.410 0.067 6.113 0.000 0.410 0.295
## .HEX_ALT_02 1.366 0.081 16.818 0.000 1.366 0.669
## .HEX_ALT_03 2.043 0.111 18.394 0.000 2.043 0.845
## .HEX_ALT_04 1.823 0.097 18.774 0.000 1.823 0.773
## HEX_ALT 0.981 0.095 10.304 0.000 1.000 1.000Fit is subpar. Let’s inspect.
Items 1 & 2 and items 3 & 4 want to covary.
## lavaan 0.6.15 ended normally after 35 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 10
## Number of equality constraints 1
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 0.079 0.062
## Degrees of freedom 1 1
## P-value (Chi-square) 0.778 0.804
## Scaling correction factor 1.282
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 968.254 637.519
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.519
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 1.000 1.000
## Tucker-Lewis Index (TLI) 1.006 1.009
##
## Robust Comparative Fit Index (CFI) 1.000
## Robust Tucker-Lewis Index (TLI) 1.008
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10535.503 -10535.503
## Loglikelihood unrestricted model (H1) -10535.464 -10535.464
##
## Akaike (AIC) 21089.007 21089.007
## Bayesian (BIC) 21137.173 21137.173
## Sample-size adjusted Bayesian (SABIC) 21108.582 21108.582
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.000 0.000
## 90 Percent confidence interval - lower 0.000 0.000
## 90 Percent confidence interval - upper 0.044 0.032
## P-value H_0: RMSEA <= 0.050 0.967 0.988
## P-value H_0: RMSEA >= 0.080 0.002 0.000
##
## Robust RMSEA 0.000
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.048
## P-value H_0: Robust RMSEA <= 0.050 0.956
## P-value H_0: Robust RMSEA >= 0.080 0.004
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.002 0.002
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_ALT =~
## HEX_ALT_01 1.000 0.886 0.751
## HEX_ALT_02 0.705 0.070 10.082 0.000 0.625 0.437
## HEX_ALT_03 0.727 0.074 9.776 0.000 0.644 0.414
## HEX_ALT_04 0.901 0.083 10.817 0.000 0.798 0.520
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_ALT_01 ~~
## .HEX_ALT_02 (a) 0.291 0.045 6.449 0.000 0.291 0.291
## .HEX_ALT_03 ~~
## .HEX_ALT_04 (a) 0.291 0.045 6.449 0.000 0.291 0.157
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_ALT_01 0.606 0.066 9.133 0.000 0.606 0.436
## .HEX_ALT_02 1.653 0.082 20.077 0.000 1.653 0.809
## .HEX_ALT_03 2.002 0.113 17.663 0.000 2.002 0.828
## .HEX_ALT_04 1.722 0.101 17.072 0.000 1.722 0.730
## HEX_ALT 0.785 0.092 8.507 0.000 1.000 1.000Fit is now good.
## lavaan 0.6.15 ended normally after 92 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 251
##
## Used Total
## Number of observations 1556 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 21246.446 17456.701
## Degrees of freedom 4405 4405
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.217
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 69652.636 59819.403
## Degrees of freedom 4560 4560
## P-value 0.000 0.000
## Scaling correction factor 1.164
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.741 0.764
## Tucker-Lewis Index (TLI) 0.732 0.755
##
## Robust Comparative Fit Index (CFI) 0.753
## Robust Tucker-Lewis Index (TLI) 0.744
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -259998.132 -259998.132
## Loglikelihood unrestricted model (H1) -249374.909 -249374.909
##
## Akaike (AIC) 520498.264 520498.264
## Bayesian (BIC) 521841.083 521841.083
## Sample-size adjusted Bayesian (SABIC) 521043.714 521043.714
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.050 0.044
## 90 Percent confidence interval - lower 0.049 0.043
## 90 Percent confidence interval - upper 0.050 0.044
## P-value H_0: RMSEA <= 0.050 0.855 1.000
## P-value H_0: RMSEA >= 0.080 0.000 0.000
##
## Robust RMSEA 0.048
## 90 Percent confidence interval - lower 0.047
## 90 Percent confidence interval - upper 0.049
## P-value H_0: Robust RMSEA <= 0.050 1.000
## P-value H_0: Robust RMSEA >= 0.080 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.088 0.088
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH =~
## HEX_HOH_SIN 1.000 0.749 0.749
## HEX_HOH_FAI 1.132 0.078 14.442 0.000 0.591 0.591
## HEX_HOH_GRE 0.477 0.049 9.682 0.000 0.580 0.580
## HEX_HOH_MOD 0.570 0.049 11.561 0.000 0.582 0.582
## HEX_EMO =~
## HEX_EMO_FEA 1.000 0.602 0.602
## HEX_EMO_ANX 2.265 0.162 13.973 0.000 1.105 1.105
## HEX_EMO_DEP 0.475 0.061 7.816 0.000 0.319 0.319
## HEX_EMO_SEN 0.660 0.064 10.328 0.000 0.323 0.323
## HEX_EXT =~
## HEX_EXT_SSE 1.000 0.953 0.953
## HEX_EXT_BOL 0.734 0.043 17.126 0.000 0.732 0.732
## HEX_EXT_SOC 0.651 0.040 16.363 0.000 0.650 0.650
## HEX_EXT_LIV 1.023 0.042 24.458 0.000 0.924 0.924
## HEX_AGR =~
## HEX_AGR_FOR 1.000 0.730 0.730
## HEX_AGR_GEN 0.735 0.041 17.881 0.000 0.834 0.834
## HEX_AGR_FLX 0.648 0.047 13.808 0.000 0.826 0.826
## HEX_AGR_PAT 0.767 0.042 18.411 0.000 0.766 0.766
## HEX_CNS =~
## HEX_CNS_ORG 1.000 0.800 0.800
## HEX_CNS_DIL 0.869 0.058 15.031 0.000 0.919 0.919
## HEX_CNS_PER 0.554 0.050 11.147 0.000 0.724 0.724
## HEX_CNS_PRU 1.085 0.074 14.705 0.000 0.822 0.822
## HEX_OPN =~
## HEX_OPN_AES 1.000 0.961 0.961
## HEX_OPN_INQ 0.677 0.041 16.513 0.000 0.709 0.709
## HEX_OPN_CRE 0.557 0.037 15.250 0.000 0.781 0.781
## HEX_OPN_UNC 0.514 0.040 12.882 0.000 0.807 0.807
## HEX_HOH_SIN =~
## HEX_HOH_SIN_01 1.000 1.254 0.737
## HEX_HOH_SIN_02 0.939 0.057 16.590 0.000 1.177 0.652
## HEX_HOH_SIN_03 0.989 0.034 28.782 0.000 1.239 0.767
## HEX_HOH_SIN_04 0.826 0.055 14.899 0.000 1.036 0.576
## HEX_HOH_FAI =~
## HEX_HOH_FAI_01 1.000 1.796 0.856
## HEX_HOH_FAI_02 0.691 0.025 28.062 0.000 1.240 0.733
## HEX_HOH_FAI_03 0.685 0.023 29.244 0.000 1.231 0.706
## HEX_HOH_FAI_04 0.900 0.024 37.866 0.000 1.616 0.849
## HEX_HOH_GRE =~
## HEX_HOH_GRE_01 1.000 0.771 0.434
## HEX_HOH_GRE_02 1.783 0.119 15.025 0.000 1.375 0.739
## HEX_HOH_GRE_03 1.761 0.157 11.225 0.000 1.358 0.757
## HEX_HOH_GRE_04 1.867 0.164 11.363 0.000 1.439 0.787
## HEX_HOH_MOD =~
## HEX_HOH_MOD_01 1.000 0.919 0.652
## HEX_HOH_MOD_02 0.870 0.057 15.363 0.000 0.800 0.519
## HEX_HOH_MOD_03 1.178 0.062 18.867 0.000 1.083 0.731
## HEX_HOH_MOD_04 1.252 0.070 17.839 0.000 1.151 0.722
## HEX_EMO_FEA =~
## HEX_EMO_FEA_01 1.000 1.114 0.653
## HEX_EMO_FEA_02 0.756 0.047 16.188 0.000 0.842 0.500
## HEX_EMO_FEA_03 1.006 0.051 19.659 0.000 1.121 0.646
## HEX_EMO_FEA_04 0.943 0.052 18.151 0.000 1.051 0.607
## HEX_EMO_ANX =~
## HEX_EMO_ANX_01 1.000 1.375 0.798
## HEX_EMO_ANX_02 1.007 0.031 32.624 0.000 1.384 0.774
## HEX_EMO_ANX_03 0.835 0.034 24.369 0.000 1.148 0.604
## HEX_EMO_ANX_04 0.735 0.030 24.257 0.000 1.010 0.660
## HEX_EMO_DEP =~
## HEX_EMO_DEP_01 1.000 0.996 0.615
## HEX_EMO_DEP_02 1.175 0.108 10.916 0.000 1.171 0.757
## HEX_EMO_DEP_03 1.366 0.128 10.655 0.000 1.361 0.867
## HEX_EMO_DEP_04 0.818 0.043 19.018 0.000 0.815 0.482
## HEX_EMO_SEN =~
## HEX_EMO_SEN_01 1.000 1.369 0.798
## HEX_EMO_SEN_02 0.692 0.061 11.260 0.000 0.948 0.676
## HEX_EMO_SEN_03 0.675 0.036 19.008 0.000 0.924 0.654
## HEX_EMO_SEN_04 0.655 0.061 10.702 0.000 0.896 0.540
## HEX_EXT_SSE =~
## HEX_EXT_SSE_01 1.000 1.191 0.740
## HEX_EXT_SSE_02 0.520 0.031 16.934 0.000 0.619 0.535
## HEX_EXT_SSE_03 0.987 0.040 24.751 0.000 1.176 0.678
## HEX_EXT_SSE_04 1.174 0.034 34.467 0.000 1.399 0.719
## HEX_EXT_BOL =~
## HEX_EXT_BOL_01 1.000 1.139 0.651
## HEX_EXT_BOL_02 1.003 0.054 18.464 0.000 1.143 0.674
## HEX_EXT_BOL_03 1.080 0.055 19.776 0.000 1.230 0.714
## HEX_EXT_BOL_04 0.901 0.050 18.002 0.000 1.027 0.563
## HEX_EXT_SOC =~
## HEX_EXT_SOC_01 1.000 1.137 0.627
## HEX_EXT_SOC_02 1.125 0.049 23.113 0.000 1.280 0.769
## HEX_EXT_SOC_03 1.184 0.050 23.466 0.000 1.347 0.763
## HEX_EXT_SOC_04 1.089 0.047 23.266 0.000 1.239 0.743
## HEX_EXT_LIV =~
## HEX_EXT_LIV_01 1.000 1.257 0.721
## HEX_EXT_LIV_02 1.065 0.033 31.963 0.000 1.339 0.834
## HEX_EXT_LIV_03 0.764 0.036 21.000 0.000 0.961 0.592
## HEX_EXT_LIV_04 0.975 0.035 28.213 0.000 1.225 0.725
## HEX_AGR_FOR =~
## HEX_AGR_FOR_01 1.000 1.496 0.864
## HEX_AGR_FOR_02 0.930 0.023 40.218 0.000 1.391 0.831
## HEX_AGR_FOR_03 0.303 0.022 13.986 0.000 0.453 0.388
## HEX_AGR_FOR_04 0.864 0.025 34.674 0.000 1.292 0.763
## HEX_AGR_GEN =~
## HEX_AGR_GEN_01 1.000 0.964 0.572
## HEX_AGR_GEN_02 1.028 0.050 20.451 0.000 0.990 0.721
## HEX_AGR_GEN_03 1.091 0.056 19.395 0.000 1.051 0.706
## HEX_AGR_GEN_04 0.966 0.051 18.775 0.000 0.930 0.638
## HEX_AGR_FLX =~
## HEX_AGR_FLX_01 1.000 0.857 0.479
## HEX_AGR_FLX_02 0.872 0.070 12.376 0.000 0.748 0.538
## HEX_AGR_FLX_03 1.175 0.080 14.627 0.000 1.007 0.649
## HEX_AGR_FLX_04 1.132 0.078 14.508 0.000 0.970 0.636
## HEX_AGR_PAT =~
## HEX_AGR_PAT_01 1.000 1.095 0.720
## HEX_AGR_PAT_02 1.012 0.048 20.873 0.000 1.108 0.678
## HEX_AGR_PAT_03 0.989 0.044 22.603 0.000 1.083 0.723
## HEX_AGR_PAT_04 1.026 0.050 20.494 0.000 1.124 0.661
## HEX_CNS_ORG =~
## HEX_CNS_ORG_01 1.000 0.936 0.562
## HEX_CNS_ORG_02 0.917 0.051 18.043 0.000 0.858 0.639
## HEX_CNS_ORG_03 1.320 0.069 19.132 0.000 1.235 0.712
## HEX_CNS_ORG_04 1.469 0.072 20.476 0.000 1.374 0.808
## HEX_CNS_DIL =~
## HEX_CNS_DIL_01 1.000 0.708 0.503
## HEX_CNS_DIL_02 1.110 0.056 19.766 0.000 0.786 0.591
## HEX_CNS_DIL_03 1.715 0.109 15.702 0.000 1.214 0.773
## HEX_CNS_DIL_04 1.657 0.103 16.043 0.000 1.173 0.738
## HEX_CNS_PER =~
## HEX_CNS_PER_01 1.000 0.573 0.434
## HEX_CNS_PER_02 1.551 0.133 11.647 0.000 0.889 0.727
## HEX_CNS_PER_03 1.286 0.102 12.644 0.000 0.737 0.663
## HEX_CNS_PER_04 1.066 0.111 9.624 0.000 0.611 0.343
## HEX_CNS_PRU =~
## HEX_CNS_PRU_01 1.000 0.988 0.686
## HEX_CNS_PRU_02 1.010 0.048 20.934 0.000 0.998 0.718
## HEX_CNS_PRU_03 0.768 0.048 16.127 0.000 0.759 0.532
## HEX_CNS_PRU_04 0.863 0.043 20.144 0.000 0.853 0.586
## HEX_OPN_AES =~
## HEX_OPN_AES_01 1.000 1.300 0.738
## HEX_OPN_AES_02 0.991 0.045 21.955 0.000 1.289 0.632
## HEX_OPN_AES_03 0.906 0.039 22.948 0.000 1.178 0.622
## HEX_OPN_AES_04 0.468 0.037 12.491 0.000 0.608 0.411
## HEX_OPN_INQ =~
## HEX_OPN_INQ_01 1.000 1.194 0.704
## HEX_OPN_INQ_02 0.903 0.044 20.652 0.000 1.078 0.656
## HEX_OPN_INQ_03 0.965 0.048 20.118 0.000 1.152 0.644
## HEX_OPN_INQ_04 0.941 0.051 18.321 0.000 1.124 0.610
## HEX_OPN_CRE =~
## HEX_OPN_CRE_01 1.000 0.891 0.533
## HEX_OPN_CRE_02 1.494 0.080 18.641 0.000 1.331 0.764
## HEX_OPN_CRE_03 1.098 0.065 16.930 0.000 0.979 0.640
## HEX_OPN_CRE_04 1.692 0.084 20.197 0.000 1.508 0.791
## HEX_OPN_UNC =~
## HEX_OPN_UNC_01 1.000 0.795 0.502
## HEX_OPN_UNC_02 0.798 0.066 12.145 0.000 0.635 0.481
## HEX_OPN_UNC_03 0.618 0.077 7.980 0.000 0.491 0.290
## HEX_OPN_UNC_04 1.647 0.119 13.882 0.000 1.310 0.742
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 ~~
## .HEX_HOH_SIN_03 0.269 0.080 3.379 0.001 0.269 0.226
## .HEX_HOH_SIN_02 ~~
## .HEX_HOH_SIN_04 0.289 0.097 2.996 0.003 0.289 0.144
## .HEX_HOH_GRE_01 ~~
## .HEX_HOH_GRE_02 0.384 0.087 4.422 0.000 0.384 0.192
## .HEX_HOH_GRE_03 ~~
## .HEX_HOH_GRE_04 0.230 0.121 1.897 0.058 0.230 0.174
## .HEX_EMO_DEP_01 ~~
## .HEX_EMO_DEP_04 0.083 0.092 0.908 0.364 0.083 0.044
## .HEX_EMO_DEP_02 ~~
## .HEX_EMO_DEP_03 -0.829 0.142 -5.855 0.000 -0.829 -1.049
## .HEX_EMO_SEN_01 ~~
## .HEX_EMO_SEN_03 -0.346 0.109 -3.158 0.002 -0.346 -0.313
## .HEX_EMO_SEN_02 ~~
## .HEX_EMO_SEN_04 -0.096 0.079 -1.213 0.225 -0.096 -0.067
## .HEX_EXT_SSE_01 ~~
## .HEX_EXT_SSE_04 0.412 0.070 5.917 0.000 0.412 0.281
## .HEX_EXT_SSE_02 ~~
## .HEX_EXT_SSE_03 0.216 0.047 4.596 0.000 0.216 0.173
## .HEX_EXT_BOL_01 ~~
## .HEX_EXT_BOL_04 0.107 0.076 1.397 0.162 0.107 0.053
## .HEX_EXT_BOL_02 ~~
## .HEX_EXT_BOL_03 0.487 0.076 6.408 0.000 0.487 0.323
## .HEX_EXT_LIV_01 ~~
## .HEX_EXT_LIV_03 -0.435 0.053 -8.236 0.000 -0.435 -0.275
## .HEX_EXT_LIV_02 ~~
## .HEX_EXT_LIV_04 -0.216 0.043 -5.071 0.000 -0.216 -0.209
## .HEX_AGR_PAT_01 ~~
## .HEX_AGR_PAT_02 -0.489 0.052 -9.469 0.000 -0.489 -0.385
## .HEX_AGR_PAT_03 ~~
## .HEX_AGR_PAT_04 -0.107 0.049 -2.173 0.030 -0.107 -0.081
## .HEX_CNS_DIL_01 ~~
## .HEX_CNS_DIL_02 0.535 0.048 11.104 0.000 0.535 0.410
## .HEX_CNS_DIL_03 ~~
## .HEX_CNS_DIL_04 -0.280 0.067 -4.189 0.000 -0.280 -0.262
## .HEX_OPN_UNC_01 ~~
## .HEX_OPN_UNC_04 -0.093 0.082 -1.136 0.256 -0.093 -0.058
## .HEX_OPN_UNC_02 ~~
## .HEX_OPN_UNC_03 0.338 0.057 5.913 0.000 0.338 0.180
## HEX_HOH ~~
## HEX_EMO -0.055 0.021 -2.618 0.009 -0.088 -0.088
## HEX_EXT 0.077 0.038 2.011 0.044 0.072 0.072
## HEX_AGR 0.448 0.046 9.642 0.000 0.436 0.436
## HEX_CNS 0.303 0.031 9.660 0.000 0.431 0.431
## HEX_OPN 0.155 0.045 3.463 0.001 0.132 0.132
## HEX_EMO ~~
## HEX_EXT -0.425 0.040 -10.728 0.000 -0.558 -0.558
## HEX_AGR -0.309 0.034 -9.016 0.000 -0.421 -0.421
## HEX_CNS -0.104 0.017 -6.039 0.000 -0.207 -0.207
## HEX_OPN -0.067 0.026 -2.548 0.011 -0.079 -0.079
## HEX_EXT ~~
## HEX_AGR 0.621 0.049 12.666 0.000 0.500 0.500
## HEX_CNS 0.479 0.042 11.513 0.000 0.563 0.563
## HEX_OPN 0.290 0.048 6.064 0.000 0.204 0.204
## HEX_AGR ~~
## HEX_CNS 0.255 0.031 8.206 0.000 0.312 0.312
## HEX_OPN 0.380 0.050 7.555 0.000 0.278 0.278
## HEX_CNS ~~
## HEX_OPN 0.223 0.033 6.712 0.000 0.239 0.239
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 1.321 0.102 12.957 0.000 1.321 0.457
## .HEX_HOH_SIN_02 1.876 0.121 15.461 0.000 1.876 0.575
## .HEX_HOH_SIN_03 1.078 0.088 12.245 0.000 1.078 0.412
## .HEX_HOH_SIN_04 2.158 0.142 15.171 0.000 2.158 0.668
## .HEX_HOH_FAI_01 1.173 0.098 11.951 0.000 1.173 0.267
## .HEX_HOH_FAI_02 1.328 0.077 17.174 0.000 1.328 0.463
## .HEX_HOH_FAI_03 1.523 0.094 16.254 0.000 1.523 0.501
## .HEX_HOH_FAI_04 1.011 0.078 12.932 0.000 1.011 0.279
## .HEX_HOH_GRE_01 2.560 0.094 27.092 0.000 2.560 0.812
## .HEX_HOH_GRE_02 1.569 0.133 11.817 0.000 1.569 0.454
## .HEX_HOH_GRE_03 1.376 0.128 10.760 0.000 1.376 0.427
## .HEX_HOH_GRE_04 1.272 0.144 8.809 0.000 1.272 0.380
## .HEX_HOH_MOD_01 1.143 0.072 15.812 0.000 1.143 0.575
## .HEX_HOH_MOD_02 1.733 0.114 15.204 0.000 1.733 0.730
## .HEX_HOH_MOD_03 1.023 0.074 13.772 0.000 1.023 0.466
## .HEX_HOH_MOD_04 1.213 0.084 14.397 0.000 1.213 0.478
## .HEX_EMO_FEA_01 1.674 0.086 19.568 0.000 1.674 0.574
## .HEX_EMO_FEA_02 2.122 0.086 24.547 0.000 2.122 0.750
## .HEX_EMO_FEA_03 1.757 0.095 18.455 0.000 1.757 0.583
## .HEX_EMO_FEA_04 1.896 0.086 22.140 0.000 1.896 0.632
## .HEX_EMO_ANX_01 1.078 0.069 15.611 0.000 1.078 0.363
## .HEX_EMO_ANX_02 1.282 0.082 15.608 0.000 1.282 0.401
## .HEX_EMO_ANX_03 2.299 0.093 24.721 0.000 2.299 0.636
## .HEX_EMO_ANX_04 1.320 0.072 18.240 0.000 1.320 0.564
## .HEX_EMO_DEP_01 1.633 0.103 15.803 0.000 1.633 0.622
## .HEX_EMO_DEP_02 1.021 0.137 7.474 0.000 1.021 0.427
## .HEX_EMO_DEP_03 0.613 0.179 3.424 0.001 0.613 0.248
## .HEX_EMO_DEP_04 2.191 0.096 22.890 0.000 2.191 0.767
## .HEX_EMO_SEN_01 1.068 0.167 6.400 0.000 1.068 0.363
## .HEX_EMO_SEN_02 1.069 0.094 11.311 0.000 1.069 0.543
## .HEX_EMO_SEN_03 1.143 0.101 11.294 0.000 1.143 0.573
## .HEX_EMO_SEN_04 1.954 0.103 18.979 0.000 1.954 0.709
## .HEX_EXT_SSE_01 1.172 0.074 15.754 0.000 1.172 0.452
## .HEX_EXT_SSE_02 0.955 0.059 16.211 0.000 0.955 0.714
## .HEX_EXT_SSE_03 1.626 0.082 19.740 0.000 1.626 0.540
## .HEX_EXT_SSE_04 1.832 0.099 18.456 0.000 1.832 0.483
## .HEX_EXT_BOL_01 1.764 0.093 18.927 0.000 1.764 0.576
## .HEX_EXT_BOL_02 1.566 0.093 16.750 0.000 1.566 0.545
## .HEX_EXT_BOL_03 1.455 0.092 15.866 0.000 1.455 0.490
## .HEX_EXT_BOL_04 2.265 0.108 20.895 0.000 2.265 0.682
## .HEX_EXT_SOC_01 1.999 0.088 22.595 0.000 1.999 0.607
## .HEX_EXT_SOC_02 1.133 0.069 16.404 0.000 1.133 0.409
## .HEX_EXT_SOC_03 1.304 0.074 17.576 0.000 1.304 0.418
## .HEX_EXT_SOC_04 1.246 0.067 18.709 0.000 1.246 0.448
## .HEX_EXT_LIV_01 1.460 0.064 22.780 0.000 1.460 0.480
## .HEX_EXT_LIV_02 0.785 0.060 12.974 0.000 0.785 0.305
## .HEX_EXT_LIV_03 1.712 0.083 20.729 0.000 1.712 0.650
## .HEX_EXT_LIV_04 1.358 0.071 19.198 0.000 1.358 0.475
## .HEX_AGR_FOR_01 0.760 0.060 12.656 0.000 0.760 0.253
## .HEX_AGR_FOR_02 0.864 0.065 13.234 0.000 0.864 0.309
## .HEX_AGR_FOR_03 1.159 0.059 19.766 0.000 1.159 0.849
## .HEX_AGR_FOR_04 1.196 0.072 16.637 0.000 1.196 0.417
## .HEX_AGR_GEN_01 1.905 0.084 22.573 0.000 1.905 0.672
## .HEX_AGR_GEN_02 0.907 0.053 17.019 0.000 0.907 0.480
## .HEX_AGR_GEN_03 1.112 0.072 15.419 0.000 1.112 0.502
## .HEX_AGR_GEN_04 1.262 0.061 20.816 0.000 1.262 0.593
## .HEX_AGR_FLX_01 2.465 0.093 26.440 0.000 2.465 0.770
## .HEX_AGR_FLX_02 1.371 0.065 21.236 0.000 1.371 0.710
## .HEX_AGR_FLX_03 1.392 0.067 20.693 0.000 1.392 0.579
## .HEX_AGR_FLX_04 1.389 0.069 20.224 0.000 1.389 0.596
## .HEX_AGR_PAT_01 1.114 0.074 15.024 0.000 1.114 0.482
## .HEX_AGR_PAT_02 1.446 0.075 19.281 0.000 1.446 0.541
## .HEX_AGR_PAT_03 1.073 0.067 16.102 0.000 1.073 0.478
## .HEX_AGR_PAT_04 1.624 0.080 20.326 0.000 1.624 0.562
## .HEX_CNS_ORG_01 1.896 0.083 22.865 0.000 1.896 0.684
## .HEX_CNS_ORG_02 1.065 0.055 19.358 0.000 1.065 0.591
## .HEX_CNS_ORG_03 1.482 0.090 16.386 0.000 1.482 0.493
## .HEX_CNS_ORG_04 1.005 0.081 12.363 0.000 1.005 0.347
## .HEX_CNS_DIL_01 1.483 0.066 22.565 0.000 1.483 0.747
## .HEX_CNS_DIL_02 1.148 0.062 18.509 0.000 1.148 0.650
## .HEX_CNS_DIL_03 0.993 0.085 11.685 0.000 0.993 0.402
## .HEX_CNS_DIL_04 1.148 0.093 12.302 0.000 1.148 0.455
## .HEX_CNS_PER_01 1.417 0.075 18.885 0.000 1.417 0.812
## .HEX_CNS_PER_02 0.705 0.061 11.513 0.000 0.705 0.472
## .HEX_CNS_PER_03 0.692 0.047 14.674 0.000 0.692 0.560
## .HEX_CNS_PER_04 2.801 0.082 33.986 0.000 2.801 0.882
## .HEX_CNS_PRU_01 1.096 0.064 17.103 0.000 1.096 0.529
## .HEX_CNS_PRU_02 0.938 0.062 15.203 0.000 0.938 0.485
## .HEX_CNS_PRU_03 1.458 0.078 18.639 0.000 1.458 0.717
## .HEX_CNS_PRU_04 1.392 0.069 20.147 0.000 1.392 0.657
## .HEX_OPN_AES_01 1.411 0.095 14.913 0.000 1.411 0.455
## .HEX_OPN_AES_02 2.491 0.114 21.850 0.000 2.491 0.600
## .HEX_OPN_AES_03 2.199 0.099 22.125 0.000 2.199 0.613
## .HEX_OPN_AES_04 1.814 0.084 21.557 0.000 1.814 0.831
## .HEX_OPN_INQ_01 1.449 0.088 16.564 0.000 1.449 0.504
## .HEX_OPN_INQ_02 1.540 0.079 19.473 0.000 1.540 0.570
## .HEX_OPN_INQ_03 1.872 0.097 19.359 0.000 1.872 0.585
## .HEX_OPN_INQ_04 2.128 0.108 19.630 0.000 2.128 0.628
## .HEX_OPN_CRE_01 2.006 0.079 25.496 0.000 2.006 0.716
## .HEX_OPN_CRE_02 1.263 0.079 15.926 0.000 1.263 0.416
## .HEX_OPN_CRE_03 1.378 0.067 20.452 0.000 1.378 0.590
## .HEX_OPN_CRE_04 1.361 0.097 14.060 0.000 1.361 0.374
## .HEX_OPN_UNC_01 1.879 0.098 19.140 0.000 1.879 0.748
## .HEX_OPN_UNC_02 1.341 0.064 20.954 0.000 1.341 0.769
## .HEX_OPN_UNC_03 2.627 0.078 33.758 0.000 2.627 0.916
## .HEX_OPN_UNC_04 1.402 0.139 10.124 0.000 1.402 0.450
## HEX_HOH 0.881 0.088 10.003 0.000 1.000 1.000
## HEX_EMO 0.450 0.054 8.377 0.000 1.000 1.000
## HEX_EXT 1.290 0.088 14.723 0.000 1.000 1.000
## HEX_AGR 1.194 0.084 14.220 0.000 1.000 1.000
## HEX_CNS 0.560 0.057 9.821 0.000 1.000 1.000
## HEX_OPN 1.561 0.116 13.501 0.000 1.000 1.000
## .HEX_HOH_SIN 0.690 0.093 7.411 0.000 0.439 0.439
## .HEX_HOH_FAI 2.098 0.134 15.696 0.000 0.650 0.650
## .HEX_HOH_GRE 0.394 0.058 6.770 0.000 0.663 0.663
## .HEX_HOH_MOD 0.559 0.062 9.084 0.000 0.662 0.662
## .HEX_EMO_FEA 0.792 0.073 10.846 0.000 0.638 0.638
## .HEX_EMO_ANX -0.417 0.116 -3.606 0.000 -0.221 -0.221
## .HEX_EMO_DEP 0.892 0.091 9.781 0.000 0.898 0.898
## .HEX_EMO_SEN 1.678 0.172 9.757 0.000 0.895 0.895
## .HEX_EXT_SSE 0.130 0.045 2.863 0.004 0.091 0.091
## .HEX_EXT_BOL 0.601 0.063 9.487 0.000 0.464 0.464
## .HEX_EXT_SOC 0.747 0.060 12.412 0.000 0.578 0.578
## .HEX_EXT_LIV 0.231 0.038 6.093 0.000 0.146 0.146
## .HEX_AGR_FOR 1.044 0.068 15.246 0.000 0.467 0.467
## .HEX_AGR_GEN 0.283 0.038 7.499 0.000 0.305 0.305
## .HEX_AGR_FLX 0.234 0.038 6.162 0.000 0.318 0.318
## .HEX_AGR_PAT 0.496 0.051 9.637 0.000 0.414 0.414
## .HEX_CNS_ORG 0.316 0.040 7.913 0.000 0.361 0.361
## .HEX_CNS_DIL 0.078 0.019 4.050 0.000 0.156 0.156
## .HEX_CNS_PER 0.156 0.027 5.880 0.000 0.476 0.476
## .HEX_CNS_PRU 0.316 0.036 8.857 0.000 0.324 0.324
## .HEX_OPN_AES 0.128 0.064 1.998 0.046 0.076 0.076
## .HEX_OPN_INQ 0.710 0.069 10.289 0.000 0.498 0.498
## .HEX_OPN_CRE 0.310 0.037 8.280 0.000 0.390 0.390
## .HEX_OPN_UNC 0.221 0.046 4.845 0.000 0.349 0.349Model doesn’t converge. Hence, later we don’t extract factor scores for the personality dimensions, but rather calculate mean scores.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 1.25 skew = 325 with probability <= 6.2e-57
## small sample skew = 326 with probability <= 4.1e-57
## b2p = 27.2 kurtosis = 9.05 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 29 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 8.918 7.646
## Degrees of freedom 2 2
## P-value (Chi-square) 0.012 0.022
## Scaling correction factor 1.166
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1269.684 1027.852
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.235
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.995 0.994
## Tucker-Lewis Index (TLI) 0.984 0.983
##
## Robust Comparative Fit Index (CFI) 0.995
## Robust Tucker-Lewis Index (TLI) 0.984
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10999.159 -10999.159
## Loglikelihood unrestricted model (H1) -10994.700 -10994.700
##
## Akaike (AIC) 22014.318 22014.318
## Bayesian (BIC) 22057.132 22057.132
## Sample-size adjusted Bayesian (SABIC) 22031.718 22031.718
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.047 0.043
## 90 Percent confidence interval - lower 0.019 0.016
## 90 Percent confidence interval - upper 0.080 0.074
## P-value H_0: RMSEA <= 0.050 0.493 0.601
## P-value H_0: RMSEA >= 0.080 0.053 0.022
##
## Robust RMSEA 0.046
## 90 Percent confidence interval - lower 0.015
## 90 Percent confidence interval - upper 0.082
## P-value H_0: Robust RMSEA <= 0.050 0.505
## P-value H_0: Robust RMSEA >= 0.080 0.064
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.015 0.015
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_PSY =~
## NFP_PSY_01 1.000 0.925 0.630
## NFP_PSY_02 1.054 0.065 16.273 0.000 0.975 0.626
## NFP_PSY_03 1.438 0.089 16.121 0.000 1.330 0.797
## NFP_PSY_04 0.817 0.056 14.648 0.000 0.756 0.484
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_PSY_01 1.302 0.081 16.026 0.000 1.302 0.603
## .NFP_PSY_02 1.474 0.079 18.608 0.000 1.474 0.608
## .NFP_PSY_03 1.013 0.107 9.454 0.000 1.013 0.364
## .NFP_PSY_04 1.864 0.071 26.187 0.000 1.864 0.766
## NFP_PSY 0.855 0.083 10.357 0.000 1.000 1.000Fit is great.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 2.83 skew = 736 with probability <= 4.7e-143
## small sample skew = 738 with probability <= 1.8e-143
## b2p = 29.9 kurtosis = 16.9 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 24 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 9.004 6.483
## Degrees of freedom 2 2
## P-value (Chi-square) 0.011 0.039
## Scaling correction factor 1.389
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1642.839 1259.888
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.304
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.996 0.996
## Tucker-Lewis Index (TLI) 0.987 0.989
##
## Robust Comparative Fit Index (CFI) 0.996
## Robust Tucker-Lewis Index (TLI) 0.989
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10743.957 -10743.957
## Loglikelihood unrestricted model (H1) -10739.455 -10739.455
##
## Akaike (AIC) 21503.914 21503.914
## Bayesian (BIC) 21546.729 21546.729
## Sample-size adjusted Bayesian (SABIC) 21521.314 21521.314
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.047 0.038
## 90 Percent confidence interval - lower 0.019 0.012
## 90 Percent confidence interval - upper 0.081 0.067
## P-value H_0: RMSEA <= 0.050 0.487 0.718
## P-value H_0: RMSEA >= 0.080 0.054 0.006
##
## Robust RMSEA 0.045
## 90 Percent confidence interval - lower 0.009
## 90 Percent confidence interval - upper 0.085
## P-value H_0: Robust RMSEA <= 0.050 0.513
## P-value H_0: Robust RMSEA >= 0.080 0.080
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.014 0.014
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_PHY =~
## NFP_PHY_01 1.000 1.264 0.859
## NFP_PHY_02 0.752 0.037 20.103 0.000 0.951 0.604
## NFP_PHY_03 0.901 0.043 21.027 0.000 1.139 0.633
## NFP_PHY_04 0.666 0.034 19.555 0.000 0.842 0.616
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_PHY_01 0.566 0.069 8.223 0.000 0.566 0.262
## .NFP_PHY_02 1.571 0.082 19.060 0.000 1.571 0.635
## .NFP_PHY_03 1.945 0.090 21.547 0.000 1.945 0.600
## .NFP_PHY_04 1.158 0.063 18.395 0.000 1.158 0.620
## NFP_PHY 1.598 0.096 16.572 0.000 1.000 1.000Fit is great.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1558 num.vars = 4
## b1p = 1.35 skew = 351 with probability <= 2.3e-62
## small sample skew = 352 with probability <= 1.5e-62
## b2p = 31.3 kurtosis = 20.9 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 27 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 12
##
## Number of observations 1559
## Number of missing patterns 2
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 52.044 33.423
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.557
## Yuan-Bentler correction (Mplus variant)
##
## Model Test Baseline Model:
##
## Test statistic 2699.095 1472.614
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.833
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.981 0.979
## Tucker-Lewis Index (TLI) 0.944 0.936
##
## Robust Comparative Fit Index (CFI) 0.982
## Robust Tucker-Lewis Index (TLI) 0.946
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10461.965 -10461.965
## Scaling correction factor 1.215
## for the MLR correction
## Loglikelihood unrestricted model (H1) -10435.943 -10435.943
## Scaling correction factor 1.264
## for the MLR correction
##
## Akaike (AIC) 20947.931 20947.931
## Bayesian (BIC) 21012.153 21012.153
## Sample-size adjusted Bayesian (SABIC) 20974.031 20974.031
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.127 0.100
## 90 Percent confidence interval - lower 0.098 0.077
## 90 Percent confidence interval - upper 0.158 0.125
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 0.996 0.930
##
## Robust RMSEA 0.125
## 90 Percent confidence interval - lower 0.090
## 90 Percent confidence interval - upper 0.164
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.981
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.021 0.021
##
## Parameter Estimates:
##
## Standard errors Sandwich
## Information bread Observed
## Observed information based on Hessian
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_GOV =~
## NFP_GOV_01 1.000 1.274 0.816
## NFP_GOV_02 0.949 0.035 27.393 0.000 1.210 0.774
## NFP_GOV_03 1.057 0.030 35.713 0.000 1.347 0.788
## NFP_GOV_04 0.868 0.035 24.574 0.000 1.107 0.700
##
## Intercepts:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_GOV_01 4.708 0.040 119.099 0.000 4.708 3.016
## .NFP_GOV_02 4.579 0.040 115.749 0.000 4.579 2.932
## .NFP_GOV_03 4.462 0.043 103.100 0.000 4.462 2.612
## .NFP_GOV_04 4.589 0.040 114.612 0.000 4.589 2.903
## NFP_GOV 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_GOV_01 0.812 0.068 11.966 0.000 0.812 0.333
## .NFP_GOV_02 0.977 0.068 14.418 0.000 0.977 0.400
## .NFP_GOV_03 1.105 0.075 14.742 0.000 1.105 0.378
## .NFP_GOV_04 1.275 0.071 17.877 0.000 1.275 0.510
## NFP_GOV 1.624 0.090 18.074 0.000 1.000 1.000Fit is not optimal, but within thresholds.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 1.72 skew = 448 with probability <= 2e-82
## small sample skew = 449 with probability <= 1.1e-82
## b2p = 28.8 kurtosis = 13.8 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 32 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 23.065 16.773
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.375
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1302.696 946.048
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.377
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.984 0.984
## Tucker-Lewis Index (TLI) 0.951 0.953
##
## Robust Comparative Fit Index (CFI) 0.984
## Robust Tucker-Lewis Index (TLI) 0.953
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -10706.404 -10706.404
## Loglikelihood unrestricted model (H1) -10694.871 -10694.871
##
## Akaike (AIC) 21428.808 21428.808
## Bayesian (BIC) 21471.622 21471.622
## Sample-size adjusted Bayesian (SABIC) 21446.208 21446.208
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.082 0.069
## 90 Percent confidence interval - lower 0.054 0.045
## 90 Percent confidence interval - upper 0.114 0.096
## P-value H_0: RMSEA <= 0.050 0.030 0.096
## P-value H_0: RMSEA >= 0.080 0.590 0.270
##
## Robust RMSEA 0.081
## 90 Percent confidence interval - lower 0.048
## 90 Percent confidence interval - upper 0.118
## P-value H_0: Robust RMSEA <= 0.050 0.060
## P-value H_0: Robust RMSEA >= 0.080 0.563
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.023 0.023
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_COM =~
## NFP_COM_01 1.000 0.714 0.461
## NFP_COM_02 1.116 0.091 12.247 0.000 0.797 0.526
## NFP_COM_03 1.651 0.112 14.737 0.000 1.178 0.787
## NFP_COM_04 1.466 0.100 14.709 0.000 1.047 0.740
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_COM_01 1.889 0.079 24.023 0.000 1.889 0.788
## .NFP_COM_02 1.658 0.075 22.037 0.000 1.658 0.723
## .NFP_COM_03 0.851 0.072 11.880 0.000 0.851 0.380
## .NFP_COM_04 0.906 0.072 12.622 0.000 0.906 0.453
## NFP_COM 0.510 0.066 7.719 0.000 1.000 1.000Fit is not great but sufficiently okay.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 6.22 skew = 1615 with probability <= 0
## small sample skew = 1619 with probability <= 0
## b2p = 40.8 kurtosis = 47.8 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 23 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 53.511 38.733
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.382
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1570.702 971.332
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.617
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.967 0.962
## Tucker-Lewis Index (TLI) 0.901 0.886
##
## Robust Comparative Fit Index (CFI) 0.967
## Robust Tucker-Lewis Index (TLI) 0.902
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -9750.268 -9750.268
## Loglikelihood unrestricted model (H1) -9723.513 -9723.513
##
## Akaike (AIC) 19516.537 19516.537
## Bayesian (BIC) 19559.351 19559.351
## Sample-size adjusted Bayesian (SABIC) 19533.937 19533.937
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.129 0.109
## 90 Percent confidence interval - lower 0.100 0.084
## 90 Percent confidence interval - upper 0.159 0.135
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 0.997 0.973
##
## Robust RMSEA 0.128
## 90 Percent confidence interval - lower 0.094
## 90 Percent confidence interval - upper 0.164
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 0.990
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.033 0.033
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_INF =~
## NFP_INF_01 1.000 0.777 0.551
## NFP_INF_02 1.134 0.076 14.842 0.000 0.881 0.718
## NFP_INF_03 1.099 0.071 15.514 0.000 0.854 0.696
## NFP_INF_04 1.268 0.074 17.161 0.000 0.985 0.721
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_INF_01 1.386 0.061 22.632 0.000 1.386 0.697
## .NFP_INF_02 0.728 0.073 9.931 0.000 0.728 0.484
## .NFP_INF_03 0.777 0.058 13.406 0.000 0.777 0.516
## .NFP_INF_04 0.898 0.079 11.365 0.000 0.898 0.481
## NFP_INF 0.604 0.062 9.729 0.000 1.000 1.000Fit is suboptimal. Let’s inspect.
Items 1 & 4 and items 2 & 3 want to covary.
## lavaan 0.6.15 ended normally after 26 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 10
## Number of equality constraints 1
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 8.491 6.676
## Degrees of freedom 1 1
## P-value (Chi-square) 0.004 0.010
## Scaling correction factor 1.272
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 1570.702 971.332
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.617
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.995 0.994
## Tucker-Lewis Index (TLI) 0.971 0.965
##
## Robust Comparative Fit Index (CFI) 0.995
## Robust Tucker-Lewis Index (TLI) 0.972
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -9727.758 -9727.758
## Loglikelihood unrestricted model (H1) -9723.513 -9723.513
##
## Akaike (AIC) 19473.517 19473.517
## Bayesian (BIC) 19521.683 19521.683
## Sample-size adjusted Bayesian (SABIC) 19493.092 19493.092
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.069 0.060
## 90 Percent confidence interval - lower 0.032 0.027
## 90 Percent confidence interval - upper 0.115 0.102
## P-value H_0: RMSEA <= 0.050 0.174 0.263
## P-value H_0: RMSEA >= 0.080 0.403 0.245
##
## Robust RMSEA 0.068
## 90 Percent confidence interval - lower 0.027
## 90 Percent confidence interval - upper 0.121
## P-value H_0: Robust RMSEA <= 0.050 0.202
## P-value H_0: Robust RMSEA >= 0.080 0.414
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.012 0.012
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_INF =~
## NFP_INF_01 1.000 0.746 0.529
## NFP_INF_02 1.123 0.081 13.917 0.000 0.838 0.683
## NFP_INF_03 1.069 0.073 14.602 0.000 0.798 0.650
## NFP_INF_04 1.348 0.086 15.702 0.000 1.006 0.736
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_INF_01 ~~
## .NFP_INF_04 (a) 0.144 0.027 5.280 0.000 0.144 0.130
## .NFP_INF_02 ~~
## .NFP_INF_03 (a) 0.144 0.027 5.280 0.000 0.144 0.172
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_INF_01 1.432 0.063 22.764 0.000 1.432 0.720
## .NFP_INF_02 0.802 0.073 10.924 0.000 0.802 0.533
## .NFP_INF_03 0.870 0.059 14.720 0.000 0.870 0.577
## .NFP_INF_04 0.855 0.082 10.477 0.000 0.855 0.458
## NFP_INF 0.557 0.063 8.894 0.000 1.000 1.000Fit is good.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1559 num.vars = 4
## b1p = 4.41 skew = 1145 with probability <= 3.8e-230
## small sample skew = 1148 with probability <= 8.4e-231
## b2p = 27.5 kurtosis = 9.97 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 33 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 8
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 128.369 120.497
## Degrees of freedom 2 2
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.065
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 762.710 613.808
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.243
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.833 0.805
## Tucker-Lewis Index (TLI) 0.499 0.415
##
## Robust Comparative Fit Index (CFI) 0.833
## Robust Tucker-Lewis Index (TLI) 0.499
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11336.459 -11336.459
## Loglikelihood unrestricted model (H1) -11272.275 -11272.275
##
## Akaike (AIC) 22688.919 22688.919
## Bayesian (BIC) 22731.733 22731.733
## Sample-size adjusted Bayesian (SABIC) 22706.319 22706.319
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.201 0.195
## 90 Percent confidence interval - lower 0.173 0.167
## 90 Percent confidence interval - upper 0.232 0.224
## P-value H_0: RMSEA <= 0.050 0.000 0.000
## P-value H_0: RMSEA >= 0.080 1.000 1.000
##
## Robust RMSEA 0.201
## 90 Percent confidence interval - lower 0.172
## 90 Percent confidence interval - upper 0.233
## P-value H_0: Robust RMSEA <= 0.050 0.000
## P-value H_0: Robust RMSEA >= 0.080 1.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.071 0.071
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_ANO =~
## NFP_ANO_01 1.000 0.822 0.434
## NFP_ANO_02 1.331 0.121 11.031 0.000 1.094 0.742
## NFP_ANO_03 0.838 0.086 9.766 0.000 0.689 0.516
## NFP_ANO_04 0.843 0.075 11.308 0.000 0.693 0.427
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_ANO_01 2.914 0.109 26.694 0.000 2.914 0.812
## .NFP_ANO_02 0.974 0.099 9.826 0.000 0.974 0.449
## .NFP_ANO_03 1.308 0.085 15.366 0.000 1.308 0.734
## .NFP_ANO_04 2.152 0.077 27.839 0.000 2.152 0.818
## NFP_ANO 0.675 0.095 7.077 0.000 1.000 1.000Fit is really bad. Let’s inspect.
Items 1 & 4 and items 2 & 3 want to covary.
## lavaan 0.6.15 ended normally after 35 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 10
## Number of equality constraints 1
##
## Number of observations 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 8.853 9.767
## Degrees of freedom 1 1
## P-value (Chi-square) 0.003 0.002
## Scaling correction factor 0.906
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 762.710 613.808
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.243
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.990 0.986
## Tucker-Lewis Index (TLI) 0.938 0.913
##
## Robust Comparative Fit Index (CFI) 0.989
## Robust Tucker-Lewis Index (TLI) 0.937
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -11276.701 -11276.701
## Loglikelihood unrestricted model (H1) -11272.275 -11272.275
##
## Akaike (AIC) 22571.403 22571.403
## Bayesian (BIC) 22619.569 22619.569
## Sample-size adjusted Bayesian (SABIC) 22590.978 22590.978
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.071 0.075
## 90 Percent confidence interval - lower 0.034 0.000
## 90 Percent confidence interval - upper 0.117 0.000
## P-value H_0: RMSEA <= 0.050 0.158 0.132
## P-value H_0: RMSEA >= 0.080 0.427 0.494
##
## Robust RMSEA 0.071
## 90 Percent confidence interval - lower 0.036
## 90 Percent confidence interval - upper 0.115
## P-value H_0: Robust RMSEA <= 0.050 0.146
## P-value H_0: Robust RMSEA >= 0.080 0.424
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.016 0.016
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_ANO =~
## NFP_ANO_01 1.000 0.876 0.462
## NFP_ANO_02 1.033 0.111 9.323 0.000 0.905 0.614
## NFP_ANO_03 0.484 0.073 6.604 0.000 0.424 0.318
## NFP_ANO_04 0.893 0.091 9.794 0.000 0.782 0.482
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_ANO_01 ~~
## .NFP_ANO_04 (a) 0.458 0.050 9.111 0.000 0.458 0.192
## .NFP_ANO_02 ~~
## .NFP_ANO_03 (a) 0.458 0.050 9.111 0.000 0.458 0.311
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_ANO_01 2.821 0.126 22.467 0.000 2.821 0.786
## .NFP_ANO_02 1.351 0.092 14.721 0.000 1.351 0.623
## .NFP_ANO_03 1.603 0.088 18.200 0.000 1.603 0.899
## .NFP_ANO_04 2.021 0.091 22.322 0.000 2.021 0.768
## NFP_ANO 0.768 0.119 6.461 0.000 1.000 1.000Fit is now good.
## Call: mardia(x = select(d, paste0(rep(paste0(name, "_0"), 4), 1:4)))
##
## Mardia tests of multivariate skew and kurtosis
## Use describe(x) the to get univariate tests
## n.obs = 1558 num.vars = 4
## b1p = 3.46 skew = 898 with probability <= 2e-177
## small sample skew = 901 with probability <= 6.1e-178
## b2p = 37.9 kurtosis = 39.6 with probability <= 0Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
## lavaan 0.6.15 ended normally after 32 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 12
##
## Number of observations 1559
## Number of missing patterns 2
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 7.350 5.354
## Degrees of freedom 2 2
## P-value (Chi-square) 0.025 0.069
## Scaling correction factor 1.373
## Yuan-Bentler correction (Mplus variant)
##
## Model Test Baseline Model:
##
## Test statistic 2638.769 1355.980
## Degrees of freedom 6 6
## P-value 0.000 0.000
## Scaling correction factor 1.946
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.998 0.998
## Tucker-Lewis Index (TLI) 0.994 0.993
##
## Robust Comparative Fit Index (CFI) 0.998
## Robust Tucker-Lewis Index (TLI) 0.995
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -9241.946 -9241.946
## Scaling correction factor 1.518
## for the MLR correction
## Loglikelihood unrestricted model (H1) -9238.271 -9238.271
## Scaling correction factor 1.498
## for the MLR correction
##
## Akaike (AIC) 18507.893 18507.893
## Bayesian (BIC) 18572.115 18572.115
## Sample-size adjusted Bayesian (SABIC) 18533.993 18533.993
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.041 0.033
## 90 Percent confidence interval - lower 0.012 0.000
## 90 Percent confidence interval - upper 0.075 0.063
## P-value H_0: RMSEA <= 0.050 0.605 0.805
## P-value H_0: RMSEA >= 0.080 0.029 0.003
##
## Robust RMSEA 0.038
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.080
## P-value H_0: Robust RMSEA <= 0.050 0.615
## P-value H_0: Robust RMSEA >= 0.080 0.050
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.007 0.007
##
## Parameter Estimates:
##
## Standard errors Sandwich
## Information bread Observed
## Observed information based on Hessian
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_GEN =~
## NFP_GEN_01 1.000 1.023 0.732
## NFP_GEN_02 0.966 0.035 27.256 0.000 0.988 0.847
## NFP_GEN_03 0.936 0.041 22.804 0.000 0.957 0.597
## NFP_GEN_04 0.952 0.035 26.855 0.000 0.973 0.849
##
## Intercepts:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_GEN_01 5.005 0.035 141.477 0.000 5.005 3.583
## .NFP_GEN_02 5.702 0.030 192.952 0.000 5.702 4.887
## .NFP_GEN_03 4.376 0.041 107.775 0.000 4.376 2.730
## .NFP_GEN_04 5.727 0.029 197.154 0.000 5.727 4.993
## NFP_GEN 0.000 0.000 0.000
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_GEN_01 0.905 0.052 17.500 0.000 0.905 0.464
## .NFP_GEN_02 0.386 0.036 10.720 0.000 0.386 0.283
## .NFP_GEN_03 1.653 0.070 23.637 0.000 1.653 0.643
## .NFP_GEN_04 0.368 0.041 8.945 0.000 0.368 0.280
## NFP_GEN 1.046 0.068 15.299 0.000 1.000 1.000Fit is good.
## lavaan 0.6.15 ended normally after 69 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 100
##
## Used Total
## Number of observations 1557 1559
##
## Model Test User Model:
## Standard Scaled
## Test Statistic 2395.698 1976.008
## Degrees of freedom 428 428
## P-value (Chi-square) 0.000 0.000
## Scaling correction factor 1.212
## Satorra-Bentler correction
##
## Model Test Baseline Model:
##
## Test statistic 21729.002 17295.431
## Degrees of freedom 496 496
## P-value 0.000 0.000
## Scaling correction factor 1.256
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.907 0.908
## Tucker-Lewis Index (TLI) 0.893 0.893
##
## Robust Comparative Fit Index (CFI) 0.911
## Robust Tucker-Lewis Index (TLI) 0.897
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -81168.510 -81168.510
## Loglikelihood unrestricted model (H1) -79970.661 -79970.661
##
## Akaike (AIC) 162537.020 162537.020
## Bayesian (BIC) 163072.072 163072.072
## Sample-size adjusted Bayesian (SABIC) 162754.395 162754.395
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.054 0.048
## 90 Percent confidence interval - lower 0.052 0.046
## 90 Percent confidence interval - upper 0.056 0.050
## P-value H_0: RMSEA <= 0.050 0.000 0.935
## P-value H_0: RMSEA >= 0.080 0.000 0.000
##
## Robust RMSEA 0.053
## 90 Percent confidence interval - lower 0.051
## 90 Percent confidence interval - upper 0.055
## P-value H_0: Robust RMSEA <= 0.050 0.016
## P-value H_0: Robust RMSEA >= 0.080 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.058 0.058
##
## Parameter Estimates:
##
## Standard errors Robust.sem
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_PHY =~
## NFP_PHY_01 1.000 1.189 0.808
## NFP_PHY_02 0.821 0.035 23.348 0.000 0.976 0.620
## NFP_PHY_03 0.970 0.039 24.643 0.000 1.154 0.641
## NFP_PHY_04 0.756 0.031 24.007 0.000 0.899 0.658
## NFP_PSY =~
## NFP_PSY_01 1.000 0.918 0.625
## NFP_PSY_02 1.134 0.062 18.329 0.000 1.041 0.669
## NFP_PSY_03 1.393 0.071 19.639 0.000 1.279 0.766
## NFP_PSY_04 0.814 0.053 15.311 0.000 0.747 0.479
## NFP_SOC =~
## NFP_SOC_01 1.000 1.161 0.661
## NFP_SOC_02 0.965 0.046 20.772 0.000 1.121 0.679
## NFP_SOC_03 1.195 0.042 28.628 0.000 1.388 0.749
## NFP_SOC_04 0.641 0.038 17.012 0.000 0.744 0.562
## NFP_COM =~
## NFP_COM_01 1.000 0.711 0.459
## NFP_COM_02 1.065 0.079 13.406 0.000 0.757 0.500
## NFP_COM_03 1.532 0.092 16.640 0.000 1.089 0.728
## NFP_COM_04 1.604 0.092 17.400 0.000 1.140 0.807
## NFP_GOV =~
## NFP_GOV_01 1.000 1.145 0.734
## NFP_GOV_02 1.113 0.039 28.615 0.000 1.274 0.816
## NFP_GOV_03 1.018 0.031 32.915 0.000 1.166 0.682
## NFP_GOV_04 1.096 0.038 28.610 0.000 1.255 0.794
## NFP_ANO =~
## NFP_ANO_01 1.000 1.012 0.534
## NFP_ANO_02 0.687 0.050 13.842 0.000 0.696 0.472
## NFP_ANO_03 0.289 0.042 6.940 0.000 0.293 0.219
## NFP_ANO_04 1.076 0.063 17.088 0.000 1.089 0.671
## NFP_INF =~
## NFP_INF_01 1.000 0.901 0.638
## NFP_INF_02 0.861 0.050 17.261 0.000 0.775 0.632
## NFP_INF_03 0.925 0.051 18.214 0.000 0.833 0.679
## NFP_INF_04 0.986 0.045 21.814 0.000 0.888 0.650
## NFP_GEN =~
## NFP_GEN_01 1.000 1.042 0.745
## NFP_GEN_02 0.949 0.032 29.602 0.000 0.989 0.847
## NFP_GEN_03 0.955 0.040 24.049 0.000 0.995 0.621
## NFP_GEN_04 0.910 0.033 27.680 0.000 0.948 0.826
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_SOC_01 ~~
## .NFP_SOC_03 0.455 0.069 6.579 0.000 0.455 0.282
## .NFP_SOC_02 ~~
## .NFP_SOC_04 0.285 0.049 5.768 0.000 0.285 0.215
## .NFP_GOV_01 ~~
## .NFP_GOV_03 0.460 0.056 8.183 0.000 0.460 0.347
## .NFP_GOV_02 ~~
## .NFP_GOV_04 -0.123 0.053 -2.345 0.019 -0.123 -0.142
## .NFP_INF_01 ~~
## .NFP_INF_04 0.095 0.044 2.172 0.030 0.095 0.084
## .NFP_INF_02 ~~
## .NFP_INF_03 0.165 0.031 5.323 0.000 0.165 0.192
## .NFP_ANO_01 ~~
## .NFP_ANO_04 0.042 0.082 0.506 0.613 0.042 0.022
## .NFP_ANO_02 ~~
## .NFP_ANO_03 0.639 0.058 11.003 0.000 0.639 0.377
## NFP_PHY ~~
## NFP_PSY 0.604 0.050 12.119 0.000 0.553 0.553
## NFP_SOC 1.060 0.059 18.025 0.000 0.768 0.768
## NFP_COM 0.189 0.031 6.085 0.000 0.224 0.224
## NFP_GOV 0.391 0.050 7.858 0.000 0.287 0.287
## NFP_ANO 0.441 0.053 8.261 0.000 0.366 0.366
## NFP_INF 0.576 0.050 11.532 0.000 0.538 0.538
## NFP_GEN 0.441 0.047 9.349 0.000 0.356 0.356
## NFP_PSY ~~
## NFP_SOC 0.781 0.054 14.417 0.000 0.733 0.733
## NFP_COM 0.169 0.027 6.332 0.000 0.258 0.258
## NFP_GOV 0.321 0.042 7.569 0.000 0.305 0.305
## NFP_ANO 0.437 0.048 9.159 0.000 0.470 0.470
## NFP_INF 0.440 0.043 10.147 0.000 0.532 0.532
## NFP_GEN 0.391 0.042 9.336 0.000 0.409 0.409
## NFP_SOC ~~
## NFP_COM 0.094 0.031 3.011 0.003 0.114 0.114
## NFP_GOV 0.213 0.048 4.433 0.000 0.160 0.160
## NFP_ANO 0.449 0.054 8.323 0.000 0.382 0.382
## NFP_INF 0.413 0.046 8.882 0.000 0.395 0.395
## NFP_GEN 0.351 0.046 7.691 0.000 0.290 0.290
## NFP_COM ~~
## NFP_GOV 0.693 0.054 12.892 0.000 0.852 0.852
## NFP_ANO 0.581 0.050 11.602 0.000 0.808 0.808
## NFP_INF 0.547 0.043 12.752 0.000 0.854 0.854
## NFP_GEN 0.591 0.046 12.885 0.000 0.798 0.798
## NFP_GOV ~~
## NFP_ANO 0.875 0.062 14.153 0.000 0.755 0.755
## NFP_INF 0.737 0.051 14.601 0.000 0.715 0.715
## NFP_GEN 0.807 0.052 15.520 0.000 0.677 0.677
## NFP_ANO ~~
## NFP_INF 0.672 0.054 12.483 0.000 0.738 0.738
## NFP_GEN 0.695 0.054 12.950 0.000 0.660 0.660
## NFP_INF ~~
## NFP_GEN 0.823 0.051 16.044 0.000 0.878 0.878
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_PHY_01 0.751 0.053 14.119 0.000 0.751 0.347
## .NFP_PHY_02 1.524 0.079 19.370 0.000 1.524 0.615
## .NFP_PHY_03 1.906 0.085 22.358 0.000 1.906 0.589
## .NFP_PHY_04 1.060 0.058 18.353 0.000 1.060 0.568
## .NFP_PSY_01 1.316 0.077 16.998 0.000 1.316 0.610
## .NFP_PSY_02 1.341 0.069 19.450 0.000 1.341 0.553
## .NFP_PSY_03 1.149 0.078 14.794 0.000 1.149 0.412
## .NFP_PSY_04 1.879 0.068 27.641 0.000 1.879 0.771
## .NFP_SOC_01 1.733 0.086 20.152 0.000 1.733 0.563
## .NFP_SOC_02 1.467 0.082 17.891 0.000 1.467 0.539
## .NFP_SOC_03 1.503 0.090 16.754 0.000 1.503 0.438
## .NFP_SOC_04 1.199 0.059 20.207 0.000 1.199 0.684
## .NFP_COM_01 1.893 0.074 25.452 0.000 1.893 0.789
## .NFP_COM_02 1.717 0.067 25.592 0.000 1.717 0.750
## .NFP_COM_03 1.053 0.060 17.408 0.000 1.053 0.470
## .NFP_COM_04 0.696 0.053 13.177 0.000 0.696 0.349
## .NFP_GOV_01 1.124 0.061 18.376 0.000 1.124 0.462
## .NFP_GOV_02 0.815 0.064 12.778 0.000 0.815 0.334
## .NFP_GOV_03 1.561 0.080 19.584 0.000 1.561 0.534
## .NFP_GOV_04 0.923 0.065 14.128 0.000 0.923 0.369
## .NFP_ANO_01 2.567 0.114 22.587 0.000 2.567 0.715
## .NFP_ANO_02 1.687 0.066 25.700 0.000 1.687 0.777
## .NFP_ANO_03 1.699 0.092 18.559 0.000 1.699 0.952
## .NFP_ANO_04 1.450 0.093 15.527 0.000 1.450 0.550
## .NFP_INF_01 1.179 0.062 18.990 0.000 1.179 0.593
## .NFP_INF_02 0.902 0.067 13.446 0.000 0.902 0.600
## .NFP_INF_03 0.811 0.047 17.084 0.000 0.811 0.539
## .NFP_INF_04 1.080 0.071 15.123 0.000 1.080 0.578
## .NFP_GEN_01 0.868 0.049 17.654 0.000 0.868 0.444
## .NFP_GEN_02 0.385 0.029 13.303 0.000 0.385 0.283
## .NFP_GEN_03 1.578 0.066 24.022 0.000 1.578 0.615
## .NFP_GEN_04 0.418 0.037 11.278 0.000 0.418 0.317
## NFP_PHY 1.414 0.081 17.459 0.000 1.000 1.000
## NFP_PSY 0.843 0.076 11.037 0.000 1.000 1.000
## NFP_SOC 1.348 0.097 13.825 0.000 1.000 1.000
## NFP_COM 0.505 0.060 8.374 0.000 1.000 1.000
## NFP_GOV 1.311 0.082 16.011 0.000 1.000 1.000
## NFP_ANO 1.024 0.111 9.203 0.000 1.000 1.000
## NFP_INF 0.811 0.067 12.037 0.000 1.000 1.000
## NFP_GEN 1.085 0.068 15.841 0.000 1.000 1.000To assess convergent validity, let’s correlate measures with privacy concerns and privacy behavior.
## lavaan 0.6.15 ended normally after 127 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 184
##
## Used Total
## Number of observations 1554 1559
##
## Model Test User Model:
##
## Test statistic 2911.869
## Degrees of freedom 596
## P-value (Chi-square) 0.000
##
## Model Test Baseline Model:
##
## Test statistic 23198.309
## Degrees of freedom 741
## P-value 0.000
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.897
## Tucker-Lewis Index (TLI) 0.872
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -92418.646
## Loglikelihood unrestricted model (H1) -90962.711
##
## Akaike (AIC) 185205.292
## Bayesian (BIC) 186189.432
## Sample-size adjusted Bayesian (SABIC) 185604.907
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.050
## 90 Percent confidence interval - lower 0.048
## 90 Percent confidence interval - upper 0.052
## P-value H_0: RMSEA <= 0.050 0.495
## P-value H_0: RMSEA >= 0.080 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.052
##
## Parameter Estimates:
##
## Standard errors Standard
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## Age =~
## age 1.000 1.652 1.000
## Male =~
## male 1.000 0.500 1.000
## White =~
## white 1.000 0.416 1.000
## Relationship =~
## relation 1.000 0.483 1.000
## College =~
## college 1.000 0.464 1.000
## Income =~
## income 1.000 0.755 1.000
## Conservatism =~
## conserv 1.000 1.770 1.000
## NFP_PHY =~
## NFP_PHY_01 1.000 1.190 0.808
## NFP_PHY_02 0.822 0.035 23.443 0.000 0.978 0.621
## NFP_PHY_03 0.980 0.040 24.518 0.000 1.167 0.648
## NFP_PHY_04 0.749 0.030 24.663 0.000 0.891 0.652
## NFP_PSY =~
## NFP_PSY_01 1.000 0.917 0.624
## NFP_PSY_02 1.120 0.056 20.047 0.000 1.027 0.659
## NFP_PSY_03 1.404 0.064 21.958 0.000 1.288 0.771
## NFP_PSY_04 0.837 0.052 15.975 0.000 0.768 0.492
## NFP_SOC =~
## NFP_SOC_01 1.000 1.156 0.659
## NFP_SOC_02 0.982 0.046 21.404 0.000 1.135 0.688
## NFP_SOC_03 1.181 0.042 27.914 0.000 1.365 0.737
## NFP_SOC_04 0.647 0.036 18.191 0.000 0.748 0.565
## NFP_COM =~
## NFP_COM_01 1.000 0.712 0.460
## NFP_COM_02 1.060 0.074 14.253 0.000 0.754 0.499
## NFP_COM_03 1.530 0.089 17.178 0.000 1.089 0.728
## NFP_COM_04 1.604 0.090 17.842 0.000 1.142 0.809
## NFP_GOV =~
## NFP_GOV_01 1.000 1.138 0.729
## NFP_GOV_02 1.128 0.040 28.384 0.000 1.284 0.823
## NFP_GOV_03 1.022 0.032 31.839 0.000 1.163 0.681
## NFP_GOV_04 1.106 0.040 27.474 0.000 1.259 0.796
## NFP_ANO =~
## NFP_ANO_01 1.000 1.006 0.531
## NFP_ANO_02 0.699 0.051 13.618 0.000 0.703 0.477
## NFP_ANO_03 0.312 0.040 7.735 0.000 0.314 0.235
## NFP_ANO_04 1.071 0.061 17.447 0.000 1.078 0.663
## NFP_INF =~
## NFP_INF_01 1.000 0.893 0.633
## NFP_INF_02 0.874 0.041 21.230 0.000 0.781 0.637
## NFP_INF_03 0.936 0.042 22.438 0.000 0.836 0.682
## NFP_INF_04 0.997 0.044 22.829 0.000 0.891 0.651
## NFP_GEN =~
## NFP_GEN_01 1.000 1.043 0.746
## NFP_GEN_02 0.948 0.029 32.949 0.000 0.988 0.846
## NFP_GEN_03 0.954 0.040 23.824 0.000 0.995 0.621
## NFP_GEN_04 0.909 0.028 32.186 0.000 0.948 0.826
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_SOC_01 ~~
## .NFP_SOC_03 0.484 0.063 7.622 0.000 0.484 0.293
## .NFP_SOC_02 ~~
## .NFP_SOC_04 0.272 0.042 6.414 0.000 0.272 0.208
## .NFP_GOV_01 ~~
## .NFP_GOV_03 0.469 0.045 10.524 0.000 0.469 0.351
## .NFP_GOV_02 ~~
## .NFP_GOV_04 -0.139 0.039 -3.585 0.000 -0.139 -0.164
## .NFP_INF_01 ~~
## .NFP_INF_04 0.099 0.034 2.879 0.004 0.099 0.088
## .NFP_INF_02 ~~
## .NFP_INF_03 0.157 0.027 5.869 0.000 0.157 0.185
## .NFP_ANO_01 ~~
## .NFP_ANO_04 0.061 0.079 0.774 0.439 0.061 0.031
## .NFP_ANO_02 ~~
## .NFP_ANO_03 0.625 0.048 12.941 0.000 0.625 0.372
## Age ~~
## Male -0.037 0.021 -1.748 0.080 -0.044 -0.044
## White 0.050 0.017 2.835 0.005 0.072 0.072
## Relationship 0.056 0.020 2.746 0.006 0.070 0.070
## College 0.054 0.019 2.747 0.006 0.070 0.070
## Income 0.185 0.032 5.790 0.000 0.148 0.148
## Conservatism 0.424 0.075 5.658 0.000 0.145 0.145
## NFP_PHY -0.337 0.057 -5.939 0.000 -0.171 -0.171
## NFP_PSY -0.155 0.045 -3.474 0.001 -0.102 -0.102
## NFP_SOC -0.304 0.058 -5.241 0.000 -0.159 -0.159
## NFP_COM 0.056 0.034 1.661 0.097 0.048 0.048
## NFP_GOV 0.014 0.051 0.274 0.784 0.008 0.008
## NFP_ANO -0.145 0.055 -2.626 0.009 -0.087 -0.087
## NFP_INF 0.046 0.044 1.040 0.298 0.031 0.031
## NFP_GEN 0.138 0.047 2.935 0.003 0.080 0.080
## Male ~~
## White 0.005 0.005 0.907 0.365 0.023 0.023
## Relationship -0.002 0.006 -0.340 0.734 -0.009 -0.009
## College 0.009 0.006 1.604 0.109 0.041 0.041
## Income 0.049 0.010 5.063 0.000 0.130 0.130
## Conservatism 0.059 0.022 2.629 0.009 0.067 0.067
## NFP_PHY -0.081 0.017 -4.741 0.000 -0.136 -0.136
## NFP_PSY 0.042 0.013 3.139 0.002 0.092 0.092
## NFP_SOC -0.040 0.017 -2.312 0.021 -0.069 -0.069
## NFP_COM 0.027 0.010 2.621 0.009 0.076 0.076
## NFP_GOV 0.068 0.016 4.322 0.000 0.120 0.120
## NFP_ANO 0.076 0.017 4.459 0.000 0.151 0.151
## NFP_INF -0.014 0.013 -1.086 0.278 -0.032 -0.032
## NFP_GEN 0.019 0.014 1.360 0.174 0.037 0.037
## White ~~
## Relationship 0.003 0.005 0.657 0.511 0.017 0.017
## College -0.020 0.005 -4.109 0.000 -0.105 -0.105
## Income 0.001 0.008 0.085 0.932 0.002 0.002
## Conservatism 0.020 0.019 1.054 0.292 0.027 0.027
## NFP_PHY 0.030 0.014 2.164 0.030 0.062 0.062
## NFP_PSY -0.036 0.011 -3.227 0.001 -0.095 -0.095
## NFP_SOC -0.005 0.014 -0.353 0.724 -0.010 -0.010
## NFP_COM -0.017 0.009 -1.937 0.053 -0.056 -0.056
## NFP_GOV -0.018 0.013 -1.411 0.158 -0.039 -0.039
## NFP_ANO -0.059 0.014 -4.164 0.000 -0.140 -0.140
## NFP_INF -0.037 0.011 -3.326 0.001 -0.100 -0.100
## NFP_GEN -0.050 0.012 -4.205 0.000 -0.116 -0.116
## Relationship ~~
## College 0.033 0.006 5.730 0.000 0.147 0.147
## Income 0.082 0.009 8.629 0.000 0.224 0.224
## Conservatism 0.068 0.022 3.115 0.002 0.079 0.079
## NFP_PHY -0.063 0.016 -3.859 0.000 -0.110 -0.110
## NFP_PSY -0.049 0.013 -3.764 0.000 -0.111 -0.111
## NFP_SOC -0.127 0.017 -7.340 0.000 -0.227 -0.227
## NFP_COM -0.020 0.010 -1.971 0.049 -0.057 -0.057
## NFP_GOV -0.015 0.015 -0.986 0.324 -0.027 -0.027
## NFP_ANO -0.057 0.016 -3.498 0.000 -0.117 -0.117
## NFP_INF -0.042 0.013 -3.257 0.001 -0.098 -0.098
## NFP_GEN -0.053 0.014 -3.803 0.000 -0.104 -0.104
## College ~~
## Income 0.119 0.009 12.707 0.000 0.341 0.341
## Conservatism -0.050 0.021 -2.401 0.016 -0.061 -0.061
## NFP_PHY -0.073 0.016 -4.634 0.000 -0.133 -0.133
## NFP_PSY -0.020 0.012 -1.603 0.109 -0.047 -0.047
## NFP_SOC -0.084 0.016 -5.187 0.000 -0.157 -0.157
## NFP_COM -0.015 0.009 -1.584 0.113 -0.046 -0.046
## NFP_GOV -0.041 0.015 -2.835 0.005 -0.078 -0.078
## NFP_ANO -0.006 0.015 -0.382 0.702 -0.013 -0.013
## NFP_INF -0.055 0.013 -4.414 0.000 -0.134 -0.134
## NFP_GEN -0.043 0.013 -3.255 0.001 -0.089 -0.089
## Income ~~
## Conservatism 0.119 0.034 3.498 0.000 0.089 0.089
## NFP_PHY -0.171 0.026 -6.581 0.000 -0.191 -0.191
## NFP_PSY -0.051 0.020 -2.501 0.012 -0.073 -0.073
## NFP_SOC -0.218 0.027 -8.017 0.000 -0.250 -0.250
## NFP_COM -0.015 0.015 -0.949 0.342 -0.027 -0.027
## NFP_GOV -0.029 0.024 -1.215 0.224 -0.033 -0.033
## NFP_ANO -0.027 0.025 -1.068 0.285 -0.035 -0.035
## NFP_INF -0.074 0.020 -3.654 0.000 -0.110 -0.110
## NFP_GEN -0.053 0.022 -2.460 0.014 -0.067 -0.067
## Conservatism ~~
## NFP_PHY -0.118 0.060 -1.970 0.049 -0.056 -0.056
## NFP_PSY 0.076 0.047 1.604 0.109 0.047 0.047
## NFP_SOC -0.266 0.062 -4.314 0.000 -0.130 -0.130
## NFP_COM 0.167 0.037 4.479 0.000 0.133 0.133
## NFP_GOV 0.463 0.058 8.027 0.000 0.230 0.230
## NFP_ANO 0.185 0.059 3.108 0.002 0.104 0.104
## NFP_INF 0.109 0.047 2.295 0.022 0.069 0.069
## NFP_GEN 0.239 0.051 4.688 0.000 0.129 0.129
## NFP_PHY ~~
## NFP_PSY 0.601 0.045 13.481 0.000 0.550 0.550
## NFP_SOC 1.062 0.063 16.745 0.000 0.772 0.772
## NFP_COM 0.189 0.029 6.436 0.000 0.223 0.223
## NFP_GOV 0.388 0.044 8.773 0.000 0.286 0.286
## NFP_ANO 0.437 0.049 8.848 0.000 0.365 0.365
## NFP_INF 0.567 0.043 13.309 0.000 0.533 0.533
## NFP_GEN 0.439 0.041 10.663 0.000 0.354 0.354
## NFP_PSY ~~
## NFP_SOC 0.778 0.053 14.563 0.000 0.734 0.734
## NFP_COM 0.168 0.024 6.973 0.000 0.257 0.257
## NFP_GOV 0.316 0.036 8.724 0.000 0.303 0.303
## NFP_ANO 0.436 0.043 10.096 0.000 0.473 0.473
## NFP_INF 0.431 0.036 12.116 0.000 0.526 0.526
## NFP_GEN 0.390 0.035 11.111 0.000 0.408 0.408
## NFP_SOC ~~
## NFP_COM 0.096 0.028 3.398 0.001 0.117 0.117
## NFP_GOV 0.210 0.043 4.838 0.000 0.159 0.159
## NFP_ANO 0.450 0.052 8.736 0.000 0.387 0.387
## NFP_INF 0.409 0.041 9.966 0.000 0.396 0.396
## NFP_GEN 0.357 0.042 8.578 0.000 0.296 0.296
## NFP_COM ~~
## NFP_GOV 0.687 0.049 13.924 0.000 0.848 0.848
## NFP_ANO 0.581 0.048 12.007 0.000 0.812 0.812
## NFP_INF 0.543 0.040 13.409 0.000 0.854 0.854
## NFP_GEN 0.592 0.042 13.930 0.000 0.797 0.797
## NFP_GOV ~~
## NFP_ANO 0.868 0.062 13.933 0.000 0.758 0.758
## NFP_INF 0.725 0.047 15.503 0.000 0.713 0.713
## NFP_GEN 0.801 0.049 16.488 0.000 0.675 0.675
## NFP_ANO ~~
## NFP_INF 0.661 0.051 13.013 0.000 0.736 0.736
## NFP_GEN 0.695 0.052 13.311 0.000 0.663 0.663
## NFP_INF ~~
## NFP_GEN 0.817 0.047 17.420 0.000 0.877 0.877
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .age 0.000 0.000 0.000
## .male 0.000 0.000 0.000
## .white 0.000 0.000 0.000
## .relation 0.000 0.000 0.000
## .college 0.000 0.000 0.000
## .income 0.000 0.000 0.000
## .conserv 0.000 0.000 0.000
## .NFP_PHY_01 0.752 0.043 17.400 0.000 0.752 0.347
## .NFP_PHY_02 1.521 0.062 24.436 0.000 1.521 0.614
## .NFP_PHY_03 1.879 0.079 23.894 0.000 1.879 0.580
## .NFP_PHY_04 1.075 0.045 23.814 0.000 1.075 0.575
## .NFP_PSY_01 1.321 0.056 23.611 0.000 1.321 0.611
## .NFP_PSY_02 1.374 0.061 22.696 0.000 1.374 0.566
## .NFP_PSY_03 1.128 0.063 17.873 0.000 1.128 0.405
## .NFP_PSY_04 1.850 0.072 25.775 0.000 1.850 0.758
## .NFP_SOC_01 1.742 0.079 21.962 0.000 1.742 0.566
## .NFP_SOC_02 1.435 0.066 21.873 0.000 1.435 0.527
## .NFP_SOC_03 1.564 0.081 19.369 0.000 1.564 0.456
## .NFP_SOC_04 1.195 0.049 24.529 0.000 1.195 0.681
## .NFP_COM_01 1.893 0.070 26.929 0.000 1.893 0.789
## .NFP_COM_02 1.716 0.064 26.695 0.000 1.716 0.751
## .NFP_COM_03 1.050 0.045 23.492 0.000 1.050 0.470
## .NFP_COM_04 0.687 0.035 19.757 0.000 0.687 0.345
## .NFP_GOV_01 1.140 0.050 22.939 0.000 1.140 0.468
## .NFP_GOV_02 0.788 0.049 16.098 0.000 0.788 0.323
## .NFP_GOV_03 1.565 0.065 24.086 0.000 1.565 0.536
## .NFP_GOV_04 0.917 0.052 17.489 0.000 0.917 0.367
## .NFP_ANO_01 2.581 0.116 22.334 0.000 2.581 0.718
## .NFP_ANO_02 1.677 0.066 25.377 0.000 1.677 0.773
## .NFP_ANO_03 1.684 0.061 27.402 0.000 1.684 0.945
## .NFP_ANO_04 1.478 0.086 17.127 0.000 1.478 0.560
## .NFP_INF_01 1.192 0.049 24.554 0.000 1.192 0.599
## .NFP_INF_02 0.894 0.037 24.475 0.000 0.894 0.595
## .NFP_INF_03 0.806 0.034 23.456 0.000 0.806 0.536
## .NFP_INF_04 1.077 0.045 24.185 0.000 1.077 0.576
## .NFP_GEN_01 0.868 0.037 23.726 0.000 0.868 0.444
## .NFP_GEN_02 0.387 0.020 19.375 0.000 0.387 0.284
## .NFP_GEN_03 1.577 0.061 25.824 0.000 1.577 0.614
## .NFP_GEN_04 0.418 0.020 20.638 0.000 0.418 0.318
## Age 2.729 0.098 27.875 0.000 1.000 1.000
## Male 0.250 0.009 27.875 0.000 1.000 1.000
## White 0.173 0.006 27.875 0.000 1.000 1.000
## Relationship 0.233 0.008 27.875 0.000 1.000 1.000
## College 0.215 0.008 27.875 0.000 1.000 1.000
## Income 0.570 0.020 27.875 0.000 1.000 1.000
## Conservatism 3.133 0.112 27.875 0.000 1.000 1.000
## NFP_PHY 1.416 0.080 17.614 0.000 1.000 1.000
## NFP_PSY 0.841 0.068 12.325 0.000 1.000 1.000
## NFP_SOC 1.337 0.103 12.938 0.000 1.000 1.000
## NFP_COM 0.507 0.056 9.059 0.000 1.000 1.000
## NFP_GOV 1.296 0.082 15.758 0.000 1.000 1.000
## NFP_ANO 1.012 0.113 8.934 0.000 1.000 1.000
## NFP_INF 0.798 0.062 12.950 0.000 1.000 1.000
## NFP_GEN 1.087 0.066 16.542 0.000 1.000 1.000Fit not good enough. Let’s use factor scores.
## lavaan 0.6.15 did NOT end normally after 345 iterations
## ** WARNING ** Estimates below are most likely unreliable
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 820
##
## Used Total
## Number of observations 1556 1559
##
##
## Parameter Estimates:
##
## Standard errors Standard
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## Age =~
## age 1.000 1.653 1.000
## Male =~
## male 1.000 0.500 1.000
## White =~
## white 1.000 0.416 1.000
## Relationship =~
## relation 1.000 0.483 1.000
## College =~
## college 1.000 0.464 1.000
## Income =~
## income 1.000 0.755 1.000
## Conservatism =~
## conserv 1.000 1.769 1.000
## HEX_ALT =~
## HEX_ALT_FS 1.000 0.483 0.678
## HEX_AGR_FLX =~
## HEX_AGR_FLX_FS 1.000 0.531 0.808
## HEX_AGR_FOR =~
## HEX_AGR_FOR_FS 1.000 1.273 0.918
## HEX_AGR_GEN =~
## HEX_AGR_GEN_FS 1.000 0.643 0.862
## HEX_AGR_PAT =~
## HEX_AGR_PAT_FS 1.000 0.862 0.883
## HEX_CNS_DIL =~
## HEX_CNS_DIL_FS 1.000 0.601 0.812
## HEX_CNS_ORG =~
## HEX_CNS_ORG_FS 1.000 0.781 0.887
## HEX_CNS_PER =~
## HEX_CNS_PER_FS 1.000 0.442 0.771
## HEX_CNS_PRU =~
## HEX_CNS_PRU_FS 1.000 0.849 0.857
## HEX_EMO_ANX =~
## HEX_EMO_ANX_FS 1.000 1.148 0.895
## HEX_EMO_DEP =~
## HEX_EMO_DEP_FS 1.000 0.945 0.869
## HEX_EMO_FEA =~
## HEX_EMO_FEA_FS 1.000 0.800 0.834
## HEX_EMO_SEN =~
## HEX_EMO_SEN_FS 1.000 1.012 0.874
## HEX_EXT_BOL =~
## HEX_EXT_BOL_FS 1.000 0.818 0.875
## HEX_EXT_LIV =~
## HEX_EXT_LIV_FS 1.000 1.010 0.893
## HEX_EXT_SOC =~
## HEX_EXT_SOC_FS 1.000 0.894 0.903
## HEX_EXT_SSE =~
## HEX_EXT_SSE_FS 1.000 0.927 0.875
## HEX_HOH_FAI =~
## HEX_HOH_FAI_FS 1.000 1.576 0.934
## HEX_HOH_GRE =~
## HEX_HOH_GRE_FS 1.000 0.597 0.882
## HEX_HOH_MOD =~
## HEX_HOH_MOD_FS 1.000 0.718 0.865
## HEX_HOH_SIN =~
## HEX_HOH_SIN_FS 1.000 0.930 0.859
## HEX_OPN_AES =~
## HEX_OPN_AES_FS 1.000 0.933 0.842
## HEX_OPN_CRE =~
## HEX_OPN_CRE_FS 1.000 0.704 0.888
## HEX_OPN_INQ =~
## HEX_OPN_INQ_FS 1.000 0.896 0.864
## HEX_OPN_UNC =~
## HEX_OPN_UNC_FS 1.000 0.484 0.733
## NFP_ANO =~
## NFP_ANO_FS 1.000 0.471 0.743
## NFP_COM =~
## NFP_COM_FS 1.000 0.536 0.851
## NFP_GEN =~
## NFP_GEN_FS 1.000 0.841 0.880
## NFP_GOV =~
## NFP_GOV_FS 1.000 1.091 0.924
## NFP_INF =~
## NFP_INF_FS 1.000 0.545 0.851
## NFP_PHY =~
## NFP_PHY_FS 1.000 1.008 0.878
## NFP_PSY =~
## NFP_PSY_FS 1.000 0.699 0.861
## NFP_SOC =~
## NFP_SOC_FS 1.000 0.841 0.855
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## Age ~~
## Male -0.038 NA -0.046 -0.046
## White 0.050 NA 0.072 0.072
## Relationship 0.057 NA 0.071 0.071
## College 0.055 NA 0.071 0.071
## Income 0.186 NA 0.149 0.149
## Conservatism 0.421 NA 0.144 0.144
## HEX_ALT 0.111 NA 0.139 0.139
## HEX_AGR_FLX 0.082 NA 0.093 0.093
## HEX_AGR_FOR 0.173 NA 0.082 0.082
## HEX_AGR_GEN 0.077 NA 0.072 0.072
## HEX_AGR_PAT 0.057 NA 0.040 0.040
## HEX_CNS_DIL 0.165 NA 0.166 0.166
## HEX_CNS_ORG 0.278 NA 0.216 0.216
## HEX_CNS_PER 0.056 NA 0.076 0.076
## HEX_CNS_PRU 0.272 NA 0.194 0.194
## HEX_EMO_ANX -0.426 NA -0.224 -0.224
## HEX_EMO_DEP -0.125 NA -0.080 -0.080
## HEX_EMO_FEA -0.075 NA -0.057 -0.057
## HEX_EMO_SEN 0.122 NA 0.073 0.073
## HEX_EXT_BOL 0.217 NA 0.161 0.161
## HEX_EXT_LIV 0.394 NA 0.236 0.236
## HEX_EXT_SOC 0.073 NA 0.050 0.050
## HEX_EXT_SSE 0.388 NA 0.253 0.253
## HEX_HOH_FAI 0.714 NA 0.274 0.274
## HEX_HOH_GRE 0.134 NA 0.136 0.136
## HEX_HOH_MOD 0.123 NA 0.104 0.104
## HEX_HOH_SIN 0.300 NA 0.195 0.195
## HEX_OPN_AES 0.103 NA 0.067 0.067
## HEX_OPN_CRE 0.042 NA 0.036 0.036
## HEX_OPN_INQ 0.208 NA 0.140 0.140
## HEX_OPN_UNC -0.066 NA -0.083 -0.083
## NFP_ANO -0.046 NA -0.059 -0.059
## NFP_COM 0.036 NA 0.040 0.040
## NFP_GEN 0.122 NA 0.088 0.088
## NFP_GOV -0.001 NA -0.000 -0.000
## NFP_INF 0.034 NA 0.038 0.038
## NFP_PHY -0.287 NA -0.173 -0.173
## NFP_PSY -0.119 NA -0.103 -0.103
## NFP_SOC -0.237 NA -0.171 -0.171
## Male ~~
## White 0.005 NA 0.023 0.023
## Relationship -0.002 NA -0.010 -0.010
## College 0.009 NA 0.039 0.039
## Income 0.048 NA 0.128 0.128
## Conservatism 0.060 NA 0.067 0.067
## HEX_ALT -0.071 NA -0.295 -0.295
## HEX_AGR_FLX 0.025 NA 0.093 0.093
## HEX_AGR_FOR 0.077 NA 0.121 0.121
## HEX_AGR_GEN 0.024 NA 0.076 0.076
## HEX_AGR_PAT 0.042 NA 0.097 0.097
## HEX_CNS_DIL 0.007 NA 0.023 0.023
## HEX_CNS_ORG -0.018 NA -0.045 -0.045
## HEX_CNS_PER -0.008 NA -0.038 -0.038
## HEX_CNS_PRU 0.008 NA 0.018 0.018
## HEX_EMO_ANX -0.171 NA -0.298 -0.298
## HEX_EMO_DEP -0.103 NA -0.219 -0.219
## HEX_EMO_FEA -0.184 NA -0.460 -0.460
## HEX_EMO_SEN -0.183 NA -0.363 -0.363
## HEX_EXT_BOL 0.040 NA 0.099 0.099
## HEX_EXT_LIV -0.001 NA -0.003 -0.003
## HEX_EXT_SOC 0.038 NA 0.085 0.085
## HEX_EXT_SSE 0.011 NA 0.023 0.023
## HEX_HOH_FAI -0.091 NA -0.116 -0.116
## HEX_HOH_GRE -0.028 NA -0.095 -0.095
## HEX_HOH_MOD -0.068 NA -0.190 -0.190
## HEX_HOH_SIN -0.009 NA -0.019 -0.019
## HEX_OPN_AES -0.045 NA -0.096 -0.096
## HEX_OPN_CRE -0.020 NA -0.057 -0.057
## HEX_OPN_INQ 0.110 NA 0.245 0.245
## HEX_OPN_UNC 0.009 NA 0.037 0.037
## NFP_ANO 0.040 NA 0.171 0.171
## NFP_COM 0.021 NA 0.078 0.078
## NFP_GEN 0.016 NA 0.039 0.039
## NFP_GOV 0.076 NA 0.139 0.139
## NFP_INF -0.013 NA -0.049 -0.049
## NFP_PHY -0.072 NA -0.143 -0.143
## NFP_PSY 0.034 NA 0.097 0.097
## NFP_SOC -0.021 NA -0.051 -0.051
## White ~~
## Relationship 0.003 NA 0.016 0.016
## College -0.020 NA -0.105 -0.105
## Income 0.001 NA 0.002 0.002
## Conservatism 0.020 NA 0.027 0.027
## HEX_ALT 0.020 NA 0.098 0.098
## HEX_AGR_FLX -0.017 NA -0.076 -0.076
## HEX_AGR_FOR -0.028 NA -0.053 -0.053
## HEX_AGR_GEN -0.005 NA -0.020 -0.020
## HEX_AGR_PAT -0.017 NA -0.048 -0.048
## HEX_CNS_DIL 0.003 NA 0.012 0.012
## HEX_CNS_ORG -0.001 NA -0.004 -0.004
## HEX_CNS_PER -0.005 NA -0.028 -0.028
## HEX_CNS_PRU 0.006 NA 0.016 0.016
## HEX_EMO_ANX 0.035 NA 0.074 0.074
## HEX_EMO_DEP 0.020 NA 0.052 0.052
## HEX_EMO_FEA -0.016 NA -0.048 -0.048
## HEX_EMO_SEN 0.016 NA 0.037 0.037
## HEX_EXT_BOL -0.005 NA -0.014 -0.014
## HEX_EXT_LIV 0.001 NA 0.003 0.003
## HEX_EXT_SOC -0.028 NA -0.075 -0.075
## HEX_EXT_SSE 0.009 NA 0.023 0.023
## HEX_HOH_FAI 0.031 NA 0.047 0.047
## HEX_HOH_GRE 0.040 NA 0.162 0.162
## HEX_HOH_MOD 0.071 NA 0.239 0.239
## HEX_HOH_SIN -0.010 NA -0.025 -0.025
## HEX_OPN_AES -0.009 NA -0.024 -0.024
## HEX_OPN_CRE -0.013 NA -0.045 -0.045
## HEX_OPN_INQ 0.034 NA 0.092 0.092
## HEX_OPN_UNC -0.008 NA -0.040 -0.040
## NFP_ANO -0.031 NA -0.158 -0.158
## NFP_COM -0.011 NA -0.051 -0.051
## NFP_GEN -0.042 NA -0.120 -0.120
## NFP_GOV -0.007 NA -0.015 -0.015
## NFP_INF -0.019 NA -0.083 -0.083
## NFP_PHY 0.027 NA 0.064 0.064
## NFP_PSY -0.027 NA -0.094 -0.094
## NFP_SOC -0.006 NA -0.018 -0.018
## Relationship ~~
## College 0.033 NA 0.148 0.148
## Income 0.082 NA 0.225 0.225
## Conservatism 0.067 NA 0.079 0.079
## HEX_ALT 0.015 NA 0.066 0.066
## HEX_AGR_FLX 0.015 NA 0.057 0.057
## HEX_AGR_FOR 0.039 NA 0.063 0.063
## HEX_AGR_GEN 0.015 NA 0.049 0.049
## HEX_AGR_PAT 0.004 NA 0.010 0.010
## HEX_CNS_DIL 0.047 NA 0.162 0.162
## HEX_CNS_ORG 0.057 NA 0.150 0.150
## HEX_CNS_PER 0.003 NA 0.014 0.014
## HEX_CNS_PRU 0.040 NA 0.098 0.098
## HEX_EMO_ANX -0.013 NA -0.024 -0.024
## HEX_EMO_DEP 0.057 NA 0.125 0.125
## HEX_EMO_FEA 0.008 NA 0.020 0.020
## HEX_EMO_SEN 0.037 NA 0.076 0.076
## HEX_EXT_BOL 0.037 NA 0.093 0.093
## HEX_EXT_LIV 0.122 NA 0.251 0.251
## HEX_EXT_SOC 0.058 NA 0.134 0.134
## HEX_EXT_SSE 0.118 NA 0.263 0.263
## HEX_HOH_FAI 0.075 NA 0.099 0.099
## HEX_HOH_GRE -0.006 NA -0.021 -0.021
## HEX_HOH_MOD -0.025 NA -0.072 -0.072
## HEX_HOH_SIN -0.013 NA -0.028 -0.028
## HEX_OPN_AES -0.009 NA -0.020 -0.020
## HEX_OPN_CRE -0.015 NA -0.044 -0.044
## HEX_OPN_INQ 0.002 NA 0.004 0.004
## HEX_OPN_UNC -0.031 NA -0.135 -0.135
## NFP_ANO -0.026 NA -0.115 -0.115
## NFP_COM -0.013 NA -0.049 -0.049
## NFP_GEN -0.044 NA -0.110 -0.110
## NFP_GOV -0.017 NA -0.031 -0.031
## NFP_INF -0.025 NA -0.095 -0.095
## NFP_PHY -0.055 NA -0.113 -0.113
## NFP_PSY -0.037 NA -0.110 -0.110
## NFP_SOC -0.085 NA -0.210 -0.210
## College ~~
## Income 0.119 NA 0.341 0.341
## Conservatism -0.051 NA -0.062 -0.062
## HEX_ALT -0.018 NA -0.080 -0.080
## HEX_AGR_FLX 0.008 NA 0.033 0.033
## HEX_AGR_FOR 0.020 NA 0.034 0.034
## HEX_AGR_GEN -0.003 NA -0.009 -0.009
## HEX_AGR_PAT 0.018 NA 0.045 0.045
## HEX_CNS_DIL 0.026 NA 0.093 0.093
## HEX_CNS_ORG 0.016 NA 0.045 0.045
## HEX_CNS_PER -0.006 NA -0.031 -0.031
## HEX_CNS_PRU 0.025 NA 0.064 0.064
## HEX_EMO_ANX -0.073 NA -0.137 -0.137
## HEX_EMO_DEP 0.011 NA 0.026 0.026
## HEX_EMO_FEA -0.025 NA -0.067 -0.067
## HEX_EMO_SEN -0.025 NA -0.054 -0.054
## HEX_EXT_BOL 0.081 NA 0.214 0.214
## HEX_EXT_LIV 0.076 NA 0.162 0.162
## HEX_EXT_SOC 0.072 NA 0.172 0.172
## HEX_EXT_SSE 0.081 NA 0.189 0.189
## HEX_HOH_FAI 0.043 NA 0.058 0.058
## HEX_HOH_GRE -0.031 NA -0.114 -0.114
## HEX_HOH_MOD -0.086 NA -0.258 -0.258
## HEX_HOH_SIN -0.049 NA -0.114 -0.114
## HEX_OPN_AES 0.039 NA 0.090 0.090
## HEX_OPN_CRE 0.011 NA 0.035 0.035
## HEX_OPN_INQ 0.057 NA 0.138 0.138
## HEX_OPN_UNC 0.003 NA 0.012 0.012
## NFP_ANO 0.006 NA 0.029 0.029
## NFP_COM -0.014 NA -0.055 -0.055
## NFP_GEN -0.037 NA -0.096 -0.096
## NFP_GOV -0.040 NA -0.079 -0.079
## NFP_INF -0.034 NA -0.132 -0.132
## NFP_PHY -0.061 NA -0.131 -0.131
## NFP_PSY -0.014 NA -0.044 -0.044
## NFP_SOC -0.060 NA -0.154 -0.154
## Income ~~
## Conservatism 0.118 NA 0.089 0.089
## HEX_ALT -0.035 NA -0.096 -0.096
## HEX_AGR_FLX 0.011 NA 0.027 0.027
## HEX_AGR_FOR 0.072 NA 0.075 0.075
## HEX_AGR_GEN -0.006 NA -0.012 -0.012
## HEX_AGR_PAT 0.037 NA 0.057 0.057
## HEX_CNS_DIL 0.118 NA 0.261 0.261
## HEX_CNS_ORG 0.108 NA 0.183 0.183
## HEX_CNS_PER 0.017 NA 0.052 0.052
## HEX_CNS_PRU 0.101 NA 0.158 0.158
## HEX_EMO_ANX -0.206 NA -0.238 -0.238
## HEX_EMO_DEP 0.013 NA 0.019 0.019
## HEX_EMO_FEA -0.080 NA -0.133 -0.133
## HEX_EMO_SEN -0.058 NA -0.076 -0.076
## HEX_EXT_BOL 0.176 NA 0.286 0.286
## HEX_EXT_LIV 0.227 NA 0.298 0.298
## HEX_EXT_SOC 0.151 NA 0.224 0.224
## HEX_EXT_SSE 0.235 NA 0.337 0.337
## HEX_HOH_FAI 0.159 NA 0.133 0.133
## HEX_HOH_GRE -0.083 NA -0.184 -0.184
## HEX_HOH_MOD -0.131 NA -0.242 -0.242
## HEX_HOH_SIN -0.075 NA -0.106 -0.106
## HEX_OPN_AES -0.018 NA -0.025 -0.025
## HEX_OPN_CRE -0.006 NA -0.011 -0.011
## HEX_OPN_INQ 0.095 NA 0.141 0.141
## HEX_OPN_UNC -0.033 NA -0.091 -0.091
## NFP_ANO -0.010 NA -0.028 -0.028
## NFP_COM -0.015 NA -0.037 -0.037
## NFP_GEN -0.046 NA -0.073 -0.073
## NFP_GOV -0.030 NA -0.036 -0.036
## NFP_INF -0.047 NA -0.115 -0.115
## NFP_PHY -0.144 NA -0.190 -0.190
## NFP_PSY -0.037 NA -0.070 -0.070
## NFP_SOC -0.156 NA -0.246 -0.246
## Conservatism ~~
## HEX_ALT -0.172 NA -0.201 -0.201
## HEX_AGR_FLX 0.022 NA 0.023 0.023
## HEX_AGR_FOR 0.256 NA 0.114 0.114
## HEX_AGR_GEN 0.057 NA 0.050 0.050
## HEX_AGR_PAT 0.058 NA 0.038 0.038
## HEX_CNS_DIL 0.169 NA 0.159 0.159
## HEX_CNS_ORG 0.201 NA 0.145 0.145
## HEX_CNS_PER 0.013 NA 0.016 0.016
## HEX_CNS_PRU 0.094 NA 0.063 0.063
## HEX_EMO_ANX -0.412 NA -0.203 -0.203
## HEX_EMO_DEP -0.092 NA -0.055 -0.055
## HEX_EMO_FEA -0.146 NA -0.103 -0.103
## HEX_EMO_SEN -0.146 NA -0.081 -0.081
## HEX_EXT_BOL 0.134 NA 0.093 0.093
## HEX_EXT_LIV 0.387 NA 0.216 0.216
## HEX_EXT_SOC 0.213 NA 0.135 0.135
## HEX_EXT_SSE 0.267 NA 0.163 0.163
## HEX_HOH_FAI 0.475 NA 0.170 0.170
## HEX_HOH_GRE -0.102 NA -0.096 -0.096
## HEX_HOH_MOD -0.203 NA -0.160 -0.160
## HEX_HOH_SIN 0.117 NA 0.071 0.071
## HEX_OPN_AES -0.364 NA -0.220 -0.220
## HEX_OPN_CRE -0.162 NA -0.130 -0.130
## HEX_OPN_INQ -0.115 NA -0.073 -0.073
## HEX_OPN_UNC -0.324 NA -0.379 -0.379
## NFP_ANO 0.093 NA 0.112 0.112
## NFP_COM 0.132 NA 0.139 0.139
## NFP_GEN 0.203 NA 0.136 0.136
## NFP_GOV 0.360 NA 0.186 0.186
## NFP_INF 0.053 NA 0.055 0.055
## NFP_PHY -0.105 NA -0.059 -0.059
## NFP_PSY 0.058 NA 0.047 0.047
## NFP_SOC -0.192 NA -0.129 -0.129
## HEX_ALT ~~
## HEX_AGR_FLX 0.116 NA 0.452 0.452
## HEX_AGR_FOR 0.236 NA 0.384 0.384
## HEX_AGR_GEN 0.177 NA 0.569 0.569
## HEX_AGR_PAT 0.162 NA 0.390 0.390
## HEX_CNS_DIL 0.136 NA 0.470 0.470
## HEX_CNS_ORG 0.099 NA 0.264 0.264
## HEX_CNS_PER 0.120 NA 0.562 0.562
## HEX_CNS_PRU 0.141 NA 0.343 0.343
## HEX_EMO_ANX 0.114 NA 0.206 0.206
## HEX_EMO_DEP 0.185 NA 0.406 0.406
## HEX_EMO_FEA 0.143 NA 0.371 0.371
## HEX_EMO_SEN 0.450 NA 0.923 0.923
## HEX_EXT_BOL 0.042 NA 0.107 0.107
## HEX_EXT_LIV 0.145 NA 0.297 0.297
## HEX_EXT_SOC 0.133 NA 0.308 0.308
## HEX_EXT_SSE 0.117 NA 0.262 0.262
## HEX_HOH_FAI 0.371 NA 0.488 0.488
## HEX_HOH_GRE 0.050 NA 0.172 0.172
## HEX_HOH_MOD 0.198 NA 0.572 0.572
## HEX_HOH_SIN 0.149 NA 0.332 0.332
## HEX_OPN_AES 0.214 NA 0.474 0.474
## HEX_OPN_CRE 0.137 NA 0.403 0.403
## HEX_OPN_INQ 0.107 NA 0.248 0.248
## HEX_OPN_UNC 0.093 NA 0.400 0.400
## NFP_ANO -0.097 NA -0.425 -0.425
## NFP_COM 0.011 NA 0.042 0.042
## NFP_GEN 0.032 NA 0.080 0.080
## NFP_GOV -0.061 NA -0.115 -0.115
## NFP_INF 0.047 NA 0.179 0.179
## NFP_PHY -0.055 NA -0.114 -0.114
## NFP_PSY -0.142 NA -0.421 -0.421
## NFP_SOC -0.169 NA -0.416 -0.416
## HEX_AGR_FLX ~~
## HEX_AGR_FOR 0.368 NA 0.544 0.544
## HEX_AGR_GEN 0.247 NA 0.722 0.722
## HEX_AGR_PAT 0.308 NA 0.673 0.673
## HEX_CNS_DIL 0.099 NA 0.310 0.310
## HEX_CNS_ORG 0.135 NA 0.325 0.325
## HEX_CNS_PER 0.044 NA 0.187 0.187
## HEX_CNS_PRU 0.137 NA 0.304 0.304
## HEX_EMO_ANX -0.221 NA -0.363 -0.363
## HEX_EMO_DEP -0.032 NA -0.065 -0.065
## HEX_EMO_FEA -0.069 NA -0.163 -0.163
## HEX_EMO_SEN 0.065 NA 0.122 0.122
## HEX_EXT_BOL 0.070 NA 0.161 0.161
## HEX_EXT_LIV 0.234 NA 0.437 0.437
## HEX_EXT_SOC 0.162 NA 0.342 0.342
## HEX_EXT_SSE 0.178 NA 0.361 0.361
## HEX_HOH_FAI 0.313 NA 0.375 0.375
## HEX_HOH_GRE 0.055 NA 0.175 0.175
## HEX_HOH_MOD 0.070 NA 0.184 0.184
## HEX_HOH_SIN 0.160 NA 0.325 0.325
## HEX_OPN_AES 0.135 NA 0.272 0.272
## HEX_OPN_CRE 0.084 NA 0.224 0.224
## HEX_OPN_INQ 0.097 NA 0.203 0.203
## HEX_OPN_UNC 0.050 NA 0.195 0.195
## NFP_ANO -0.071 NA -0.284 -0.284
## NFP_COM -0.020 NA -0.072 -0.072
## NFP_GEN -0.005 NA -0.011 -0.011
## NFP_GOV -0.073 NA -0.126 -0.126
## NFP_INF -0.039 NA -0.136 -0.136
## NFP_PHY -0.243 NA -0.454 -0.454
## NFP_PSY -0.128 NA -0.346 -0.346
## NFP_SOC -0.205 NA -0.459 -0.459
## HEX_AGR_FOR ~~
## HEX_AGR_GEN 0.530 NA 0.647 0.647
## HEX_AGR_PAT 0.605 NA 0.552 0.552
## HEX_CNS_DIL 0.145 NA 0.189 0.189
## HEX_CNS_ORG 0.098 NA 0.099 0.099
## HEX_CNS_PER 0.030 NA 0.053 0.053
## HEX_CNS_PRU 0.083 NA 0.077 0.077
## HEX_EMO_ANX -0.633 NA -0.433 -0.433
## HEX_EMO_DEP 0.041 NA 0.034 0.034
## HEX_EMO_FEA -0.207 NA -0.203 -0.203
## HEX_EMO_SEN 0.212 NA 0.165 0.165
## HEX_EXT_BOL 0.269 NA 0.258 0.258
## HEX_EXT_LIV 0.550 NA 0.428 0.428
## HEX_EXT_SOC 0.490 NA 0.430 0.430
## HEX_EXT_SSE 0.432 NA 0.367 0.367
## HEX_HOH_FAI 0.608 NA 0.303 0.303
## HEX_HOH_GRE 0.060 NA 0.079 0.079
## HEX_HOH_MOD -0.000 NA -0.000 -0.000
## HEX_HOH_SIN 0.338 NA 0.286 0.286
## HEX_OPN_AES 0.194 NA 0.164 0.164
## HEX_OPN_CRE 0.125 NA 0.139 0.139
## HEX_OPN_INQ 0.199 NA 0.175 0.175
## HEX_OPN_UNC 0.046 NA 0.074 0.074
## NFP_ANO -0.042 NA -0.069 -0.069
## NFP_COM 0.025 NA 0.036 0.036
## NFP_GEN -0.021 NA -0.019 -0.019
## NFP_GOV 0.017 NA 0.012 0.012
## NFP_INF -0.077 NA -0.111 -0.111
## NFP_PHY -0.538 NA -0.419 -0.419
## NFP_PSY -0.204 NA -0.229 -0.229
## NFP_SOC -0.448 NA -0.418 -0.418
## HEX_AGR_GEN ~~
## HEX_AGR_PAT 0.356 NA 0.643 0.643
## HEX_CNS_DIL 0.095 NA 0.245 0.245
## HEX_CNS_ORG 0.065 NA 0.130 0.130
## HEX_CNS_PER 0.048 NA 0.168 0.168
## HEX_CNS_PRU 0.069 NA 0.127 0.127
## HEX_EMO_ANX -0.227 NA -0.307 -0.307
## HEX_EMO_DEP -0.038 NA -0.063 -0.063
## HEX_EMO_FEA -0.048 NA -0.094 -0.094
## HEX_EMO_SEN 0.166 NA 0.255 0.255
## HEX_EXT_BOL 0.062 NA 0.117 0.117
## HEX_EXT_LIV 0.241 NA 0.371 0.371
## HEX_EXT_SOC 0.198 NA 0.345 0.345
## HEX_EXT_SSE 0.169 NA 0.284 0.284
## HEX_HOH_FAI 0.277 NA 0.273 0.273
## HEX_HOH_GRE 0.048 NA 0.124 0.124
## HEX_HOH_MOD 0.087 NA 0.188 0.188
## HEX_HOH_SIN 0.185 NA 0.310 0.310
## HEX_OPN_AES 0.133 NA 0.222 0.222
## HEX_OPN_CRE 0.075 NA 0.165 0.165
## HEX_OPN_INQ 0.120 NA 0.208 0.208
## HEX_OPN_UNC 0.072 NA 0.232 0.232
## NFP_ANO -0.020 NA -0.065 -0.065
## NFP_COM 0.014 NA 0.040 0.040
## NFP_GEN 0.031 NA 0.057 0.057
## NFP_GOV 0.039 NA 0.056 0.056
## NFP_INF -0.005 NA -0.013 -0.013
## NFP_PHY -0.198 NA -0.305 -0.305
## NFP_PSY -0.067 NA -0.149 -0.149
## NFP_SOC -0.170 NA -0.314 -0.314
## HEX_AGR_PAT ~~
## HEX_CNS_DIL 0.118 NA 0.229 0.229
## HEX_CNS_ORG 0.117 NA 0.173 0.173
## HEX_CNS_PER 0.069 NA 0.181 0.181
## HEX_CNS_PRU 0.263 NA 0.360 0.360
## HEX_EMO_ANX -0.392 NA -0.396 -0.396
## HEX_EMO_DEP -0.140 NA -0.173 -0.173
## HEX_EMO_FEA -0.132 NA -0.192 -0.192
## HEX_EMO_SEN 0.010 NA 0.011 0.011
## HEX_EXT_BOL 0.095 NA 0.134 0.134
## HEX_EXT_LIV 0.339 NA 0.389 0.389
## HEX_EXT_SOC 0.166 NA 0.215 0.215
## HEX_EXT_SSE 0.279 NA 0.350 0.350
## HEX_HOH_FAI 0.379 NA 0.279 0.279
## HEX_HOH_GRE 0.080 NA 0.155 0.155
## HEX_HOH_MOD 0.058 NA 0.093 0.093
## HEX_HOH_SIN 0.201 NA 0.250 0.250
## HEX_OPN_AES 0.163 NA 0.202 0.202
## HEX_OPN_CRE 0.092 NA 0.151 0.151
## HEX_OPN_INQ 0.164 NA 0.212 0.212
## HEX_OPN_UNC 0.069 NA 0.166 0.166
## NFP_ANO -0.054 NA -0.133 -0.133
## NFP_COM 0.007 NA 0.016 0.016
## NFP_GEN 0.035 NA 0.048 0.048
## NFP_GOV 0.027 NA 0.029 0.029
## NFP_INF -0.004 NA -0.008 -0.008
## NFP_PHY -0.247 NA -0.285 -0.285
## NFP_PSY -0.062 NA -0.103 -0.103
## NFP_SOC -0.219 NA -0.302 -0.302
## HEX_CNS_DIL ~~
## HEX_CNS_ORG 0.320 NA 0.683 0.683
## HEX_CNS_PER 0.216 NA 0.814 0.814
## HEX_CNS_PRU 0.346 NA 0.679 0.679
## HEX_EMO_ANX -0.173 NA -0.251 -0.251
## HEX_EMO_DEP 0.019 NA 0.034 0.034
## HEX_EMO_FEA -0.069 NA -0.144 -0.144
## HEX_EMO_SEN 0.142 NA 0.233 0.233
## HEX_EXT_BOL 0.251 NA 0.510 0.510
## HEX_EXT_LIV 0.385 NA 0.634 0.634
## HEX_EXT_SOC 0.184 NA 0.343 0.343
## HEX_EXT_SSE 0.381 NA 0.685 0.685
## HEX_HOH_FAI 0.459 NA 0.485 0.485
## HEX_HOH_GRE -0.021 NA -0.060 -0.060
## HEX_HOH_MOD -0.011 NA -0.025 -0.025
## HEX_HOH_SIN 0.125 NA 0.224 0.224
## HEX_OPN_AES 0.147 NA 0.262 0.262
## HEX_OPN_CRE 0.121 NA 0.285 0.285
## HEX_OPN_INQ 0.185 NA 0.344 0.344
## HEX_OPN_UNC 0.040 NA 0.139 0.139
## NFP_ANO -0.057 NA -0.200 -0.200
## NFP_COM 0.054 NA 0.168 0.168
## NFP_GEN 0.091 NA 0.180 0.180
## NFP_GOV 0.022 NA 0.034 0.034
## NFP_INF 0.041 NA 0.124 0.124
## NFP_PHY -0.129 NA -0.213 -0.213
## NFP_PSY -0.122 NA -0.291 -0.291
## NFP_SOC -0.228 NA -0.451 -0.451
## HEX_CNS_ORG ~~
## HEX_CNS_PER 0.202 NA 0.585 0.585
## HEX_CNS_PRU 0.455 NA 0.687 0.687
## HEX_EMO_ANX -0.211 NA -0.235 -0.235
## HEX_EMO_DEP -0.054 NA -0.073 -0.073
## HEX_EMO_FEA -0.018 NA -0.029 -0.029
## HEX_EMO_SEN 0.056 NA 0.071 0.071
## HEX_EXT_BOL 0.141 NA 0.222 0.222
## HEX_EXT_LIV 0.373 NA 0.473 0.473
## HEX_EXT_SOC 0.088 NA 0.126 0.126
## HEX_EXT_SSE 0.375 NA 0.519 0.519
## HEX_HOH_FAI 0.464 NA 0.377 0.377
## HEX_HOH_GRE 0.003 NA 0.007 0.007
## HEX_HOH_MOD 0.034 NA 0.060 0.060
## HEX_HOH_SIN 0.173 NA 0.239 0.239
## HEX_OPN_AES 0.072 NA 0.099 0.099
## HEX_OPN_CRE 0.019 NA 0.034 0.034
## HEX_OPN_INQ 0.083 NA 0.118 0.118
## HEX_OPN_UNC -0.037 NA -0.098 -0.098
## NFP_ANO -0.084 NA -0.228 -0.228
## NFP_COM 0.030 NA 0.071 0.071
## NFP_GEN 0.076 NA 0.115 0.115
## NFP_GOV -0.021 NA -0.025 -0.025
## NFP_INF 0.037 NA 0.088 0.088
## NFP_PHY -0.100 NA -0.127 -0.127
## NFP_PSY -0.102 NA -0.186 -0.186
## NFP_SOC -0.210 NA -0.320 -0.320
## HEX_CNS_PER ~~
## HEX_CNS_PRU 0.232 NA 0.618 0.618
## HEX_EMO_ANX 0.048 NA 0.094 0.094
## HEX_EMO_DEP 0.012 NA 0.030 0.030
## HEX_EMO_FEA 0.047 NA 0.134 0.134
## HEX_EMO_SEN 0.162 NA 0.363 0.363
## HEX_EXT_BOL 0.034 NA 0.093 0.093
## HEX_EXT_LIV 0.096 NA 0.214 0.214
## HEX_EXT_SOC 0.019 NA 0.049 0.049
## HEX_EXT_SSE 0.114 NA 0.278 0.278
## HEX_HOH_FAI 0.285 NA 0.409 0.409
## HEX_HOH_GRE 0.003 NA 0.012 0.012
## HEX_HOH_MOD 0.033 NA 0.104 0.104
## HEX_HOH_SIN 0.114 NA 0.277 0.277
## HEX_OPN_AES 0.129 NA 0.313 0.313
## HEX_OPN_CRE 0.092 NA 0.296 0.296
## HEX_OPN_INQ 0.108 NA 0.272 0.272
## HEX_OPN_UNC 0.054 NA 0.250 0.250
## NFP_ANO -0.022 NA -0.105 -0.105
## NFP_COM 0.050 NA 0.209 0.209
## NFP_GEN 0.132 NA 0.354 0.354
## NFP_GOV 0.055 NA 0.114 0.114
## NFP_INF 0.080 NA 0.330 0.330
## NFP_PHY 0.042 NA 0.094 0.094
## NFP_PSY -0.022 NA -0.070 -0.070
## NFP_SOC -0.041 NA -0.111 -0.111
## HEX_CNS_PRU ~~
## HEX_EMO_ANX -0.174 NA -0.179 -0.179
## HEX_EMO_DEP -0.172 NA -0.214 -0.214
## HEX_EMO_FEA -0.014 NA -0.020 -0.020
## HEX_EMO_SEN 0.016 NA 0.019 0.019
## HEX_EXT_BOL 0.070 NA 0.101 0.101
## HEX_EXT_LIV 0.256 NA 0.299 0.299
## HEX_EXT_SOC -0.082 NA -0.108 -0.108
## HEX_EXT_SSE 0.328 NA 0.417 0.417
## HEX_HOH_FAI 0.512 NA 0.383 0.383
## HEX_HOH_GRE 0.055 NA 0.109 0.109
## HEX_HOH_MOD 0.144 NA 0.236 0.236
## HEX_HOH_SIN 0.261 NA 0.330 0.330
## HEX_OPN_AES 0.132 NA 0.166 0.166
## HEX_OPN_CRE 0.037 NA 0.063 0.063
## HEX_OPN_INQ 0.169 NA 0.222 0.222
## HEX_OPN_UNC 0.013 NA 0.031 0.031
## NFP_ANO -0.100 NA -0.250 -0.250
## NFP_COM 0.037 NA 0.082 0.082
## NFP_GEN 0.071 NA 0.100 0.100
## NFP_GOV -0.014 NA -0.015 -0.015
## NFP_INF 0.078 NA 0.168 0.168
## NFP_PHY -0.040 NA -0.047 -0.047
## NFP_PSY -0.064 NA -0.107 -0.107
## NFP_SOC -0.132 NA -0.184 -0.184
## HEX_EMO_ANX ~~
## HEX_EMO_DEP 0.402 NA 0.370 0.370
## HEX_EMO_FEA 0.585 NA 0.636 0.636
## HEX_EMO_SEN 0.427 NA 0.368 0.368
## HEX_EXT_BOL -0.419 NA -0.447 -0.447
## HEX_EXT_LIV -0.692 NA -0.596 -0.596
## HEX_EXT_SOC -0.361 NA -0.352 -0.352
## HEX_EXT_SSE -0.633 NA -0.595 -0.595
## HEX_HOH_FAI -0.320 NA -0.177 -0.177
## HEX_HOH_GRE -0.018 NA -0.026 -0.026
## HEX_HOH_MOD 0.164 NA 0.199 0.199
## HEX_HOH_SIN -0.172 NA -0.161 -0.161
## HEX_OPN_AES -0.046 NA -0.043 -0.043
## HEX_OPN_CRE -0.072 NA -0.089 -0.089
## HEX_OPN_INQ -0.218 NA -0.211 -0.211
## HEX_OPN_UNC 0.004 NA 0.008 0.008
## NFP_ANO -0.042 NA -0.078 -0.078
## NFP_COM -0.043 NA -0.070 -0.070
## NFP_GEN -0.012 NA -0.012 -0.012
## NFP_GOV -0.089 NA -0.071 -0.071
## NFP_INF 0.073 NA 0.117 0.117
## NFP_PHY 0.539 NA 0.466 0.466
## NFP_PSY 0.102 NA 0.128 0.128
## NFP_SOC 0.399 NA 0.413 0.413
## HEX_EMO_DEP ~~
## HEX_EMO_FEA 0.352 NA 0.466 0.466
## HEX_EMO_SEN 0.550 NA 0.576 0.576
## HEX_EXT_BOL 0.094 NA 0.121 0.121
## HEX_EXT_LIV 0.072 NA 0.076 0.076
## HEX_EXT_SOC 0.361 NA 0.427 0.427
## HEX_EXT_SSE 0.044 NA 0.050 0.050
## HEX_HOH_FAI 0.061 NA 0.041 0.041
## HEX_HOH_GRE -0.080 NA -0.142 -0.142
## HEX_HOH_MOD -0.042 NA -0.062 -0.062
## HEX_HOH_SIN -0.172 NA -0.196 -0.196
## HEX_OPN_AES -0.008 NA -0.009 -0.009
## HEX_OPN_CRE 0.027 NA 0.040 0.040
## HEX_OPN_INQ -0.103 NA -0.121 -0.121
## HEX_OPN_UNC -0.026 NA -0.056 -0.056
## NFP_ANO -0.061 NA -0.137 -0.137
## NFP_COM -0.050 NA -0.098 -0.098
## NFP_GEN -0.152 NA -0.191 -0.191
## NFP_GOV -0.159 NA -0.154 -0.154
## NFP_INF -0.083 NA -0.162 -0.162
## NFP_PHY -0.104 NA -0.109 -0.109
## NFP_PSY -0.406 NA -0.614 -0.614
## NFP_SOC -0.285 NA -0.359 -0.359
## HEX_EMO_FEA ~~
## HEX_EMO_SEN 0.399 NA 0.492 0.492
## HEX_EXT_BOL -0.234 NA -0.357 -0.357
## HEX_EXT_LIV -0.203 NA -0.250 -0.250
## HEX_EXT_SOC -0.108 NA -0.151 -0.151
## HEX_EXT_SSE -0.174 NA -0.234 -0.234
## HEX_HOH_FAI 0.140 NA 0.111 0.111
## HEX_HOH_GRE -0.035 NA -0.073 -0.073
## HEX_HOH_MOD 0.096 NA 0.168 0.168
## HEX_HOH_SIN -0.034 NA -0.046 -0.046
## HEX_OPN_AES -0.038 NA -0.051 -0.051
## HEX_OPN_CRE -0.050 NA -0.089 -0.089
## HEX_OPN_INQ -0.234 NA -0.326 -0.326
## HEX_OPN_UNC -0.078 NA -0.203 -0.203
## NFP_ANO -0.027 NA -0.072 -0.072
## NFP_COM -0.013 NA -0.029 -0.029
## NFP_GEN 0.073 NA 0.108 0.108
## NFP_GOV -0.102 NA -0.117 -0.117
## NFP_INF 0.074 NA 0.169 0.169
## NFP_PHY 0.289 NA 0.358 0.358
## NFP_PSY 0.027 NA 0.048 0.048
## NFP_SOC 0.118 NA 0.175 0.175
## HEX_EMO_SEN ~~
## HEX_EXT_BOL 0.057 NA 0.069 0.069
## HEX_EXT_LIV 0.145 NA 0.142 0.142
## HEX_EXT_SOC 0.254 NA 0.281 0.281
## HEX_EXT_SSE 0.076 NA 0.081 0.081
## HEX_HOH_FAI 0.406 NA 0.254 0.254
## HEX_HOH_GRE -0.011 NA -0.018 -0.018
## HEX_HOH_MOD 0.152 NA 0.210 0.210
## HEX_HOH_SIN 0.050 NA 0.053 0.053
## HEX_OPN_AES 0.250 NA 0.265 0.265
## HEX_OPN_CRE 0.165 NA 0.232 0.232
## HEX_OPN_INQ 0.042 NA 0.047 0.047
## HEX_OPN_UNC 0.075 NA 0.153 0.153
## NFP_ANO -0.098 NA -0.205 -0.205
## NFP_COM 0.019 NA 0.036 0.036
## NFP_GEN 0.027 NA 0.032 0.032
## NFP_GOV -0.116 NA -0.105 -0.105
## NFP_INF 0.038 NA 0.069 0.069
## NFP_PHY -0.024 NA -0.024 -0.024
## NFP_PSY -0.243 NA -0.343 -0.343
## NFP_SOC -0.200 NA -0.235 -0.235
## HEX_EXT_BOL ~~
## HEX_EXT_LIV 0.501 NA 0.607 0.607
## HEX_EXT_SOC 0.536 NA 0.733 0.733
## HEX_EXT_SSE 0.457 NA 0.603 0.603
## HEX_HOH_FAI 0.194 NA 0.150 0.150
## HEX_HOH_GRE -0.097 NA -0.200 -0.200
## HEX_HOH_MOD -0.226 NA -0.385 -0.385
## HEX_HOH_SIN -0.073 NA -0.097 -0.097
## HEX_OPN_AES 0.176 NA 0.230 0.230
## HEX_OPN_CRE 0.194 NA 0.336 0.336
## HEX_OPN_INQ 0.231 NA 0.315 0.315
## HEX_OPN_UNC 0.084 NA 0.212 0.212
## NFP_ANO -0.037 NA -0.095 -0.095
## NFP_COM 0.007 NA 0.016 0.016
## NFP_GEN -0.053 NA -0.077 -0.077
## NFP_GOV -0.019 NA -0.021 -0.021
## NFP_INF -0.088 NA -0.196 -0.196
## NFP_PHY -0.412 NA -0.500 -0.500
## NFP_PSY -0.260 NA -0.455 -0.455
## NFP_SOC -0.497 NA -0.723 -0.723
## HEX_EXT_LIV ~~
## HEX_EXT_SOC 0.572 NA 0.634 0.634
## HEX_EXT_SSE 0.864 NA 0.923 0.923
## HEX_HOH_FAI 0.621 NA 0.390 0.390
## HEX_HOH_GRE -0.052 NA -0.087 -0.087
## HEX_HOH_MOD -0.113 NA -0.156 -0.156
## HEX_HOH_SIN 0.118 NA 0.125 0.125
## HEX_OPN_AES 0.113 NA 0.120 0.120
## HEX_OPN_CRE 0.138 NA 0.194 0.194
## HEX_OPN_INQ 0.170 NA 0.188 0.188
## HEX_OPN_UNC -0.008 NA -0.017 -0.017
## NFP_ANO -0.136 NA -0.286 -0.286
## NFP_COM -0.030 NA -0.056 -0.056
## NFP_GEN -0.073 NA -0.086 -0.086
## NFP_GOV -0.113 NA -0.103 -0.103
## NFP_INF -0.101 NA -0.183 -0.183
## NFP_PHY -0.519 NA -0.509 -0.509
## NFP_PSY -0.332 NA -0.471 -0.471
## NFP_SOC -0.662 NA -0.779 -0.779
## HEX_EXT_SOC ~~
## HEX_EXT_SSE 0.420 NA 0.507 0.507
## HEX_HOH_FAI 0.184 NA 0.130 0.130
## HEX_HOH_GRE -0.154 NA -0.288 -0.288
## HEX_HOH_MOD -0.210 NA -0.328 -0.328
## HEX_HOH_SIN -0.118 NA -0.142 -0.142
## HEX_OPN_AES 0.123 NA 0.147 0.147
## HEX_OPN_CRE 0.138 NA 0.219 0.219
## HEX_OPN_INQ 0.130 NA 0.162 0.162
## HEX_OPN_UNC 0.039 NA 0.089 0.089
## NFP_ANO -0.048 NA -0.114 -0.114
## NFP_COM -0.004 NA -0.007 -0.007
## NFP_GEN -0.124 NA -0.165 -0.165
## NFP_GOV -0.070 NA -0.071 -0.071
## NFP_INF -0.130 NA -0.267 -0.267
## NFP_PHY -0.588 NA -0.653 -0.653
## NFP_PSY -0.326 NA -0.522 -0.522
## NFP_SOC -0.712 NA -0.946 -0.946
## HEX_EXT_SSE ~~
## HEX_HOH_FAI 0.553 NA 0.378 0.378
## HEX_HOH_GRE -0.016 NA -0.029 -0.029
## HEX_HOH_MOD -0.124 NA -0.187 -0.187
## HEX_HOH_SIN 0.119 NA 0.138 0.138
## HEX_OPN_AES 0.099 NA 0.115 0.115
## HEX_OPN_CRE 0.121 NA 0.185 0.185
## HEX_OPN_INQ 0.172 NA 0.207 0.207
## HEX_OPN_UNC -0.002 NA -0.005 -0.005
## NFP_ANO -0.129 NA -0.296 -0.296
## NFP_COM -0.010 NA -0.021 -0.021
## NFP_GEN -0.020 NA -0.025 -0.025
## NFP_GOV -0.084 NA -0.083 -0.083
## NFP_INF -0.058 NA -0.114 -0.114
## NFP_PHY -0.441 NA -0.472 -0.472
## NFP_PSY -0.297 NA -0.458 -0.458
## NFP_SOC -0.548 NA -0.703 -0.703
## HEX_HOH_FAI ~~
## HEX_HOH_GRE 0.265 NA 0.281 0.281
## HEX_HOH_MOD 0.260 NA 0.229 0.229
## HEX_HOH_SIN 0.727 NA 0.496 0.496
## HEX_OPN_AES 0.220 NA 0.150 0.150
## HEX_OPN_CRE 0.140 NA 0.126 0.126
## HEX_OPN_INQ 0.211 NA 0.149 0.149
## HEX_OPN_UNC -0.074 NA -0.097 -0.097
## NFP_ANO -0.181 NA -0.244 -0.244
## NFP_COM 0.099 NA 0.117 0.117
## NFP_GEN 0.196 NA 0.148 0.148
## NFP_GOV -0.100 NA -0.058 -0.058
## NFP_INF 0.073 NA 0.086 0.086
## NFP_PHY -0.319 NA -0.201 -0.201
## NFP_PSY -0.259 NA -0.235 -0.235
## NFP_SOC -0.404 NA -0.305 -0.305
## HEX_HOH_GRE ~~
## HEX_HOH_MOD 0.244 NA 0.570 0.570
## HEX_HOH_SIN 0.241 NA 0.433 0.433
## HEX_OPN_AES 0.010 NA 0.019 0.019
## HEX_OPN_CRE -0.018 NA -0.042 -0.042
## HEX_OPN_INQ 0.010 NA 0.019 0.019
## HEX_OPN_UNC 0.004 NA 0.014 0.014
## NFP_ANO -0.024 NA -0.087 -0.087
## NFP_COM 0.020 NA 0.061 0.061
## NFP_GEN -0.013 NA -0.025 -0.025
## NFP_GOV -0.005 NA -0.007 -0.007
## NFP_INF 0.005 NA 0.016 0.016
## NFP_PHY 0.026 NA 0.043 0.043
## NFP_PSY -0.023 NA -0.054 -0.054
## NFP_SOC 0.042 NA 0.084 0.084
## HEX_HOH_MOD ~~
## HEX_HOH_SIN 0.255 NA 0.382 0.382
## HEX_OPN_AES 0.056 NA 0.083 0.083
## HEX_OPN_CRE -0.022 NA -0.043 -0.043
## HEX_OPN_INQ -0.008 NA -0.012 -0.012
## HEX_OPN_UNC 0.025 NA 0.073 0.073
## NFP_ANO -0.092 NA -0.271 -0.271
## NFP_COM -0.004 NA -0.009 -0.009
## NFP_GEN -0.030 NA -0.049 -0.049
## NFP_GOV -0.033 NA -0.042 -0.042
## NFP_INF 0.058 NA 0.149 0.149
## NFP_PHY 0.088 NA 0.122 0.122
## NFP_PSY -0.036 NA -0.072 -0.072
## NFP_SOC 0.083 NA 0.138 0.138
## HEX_HOH_SIN ~~
## HEX_OPN_AES 0.129 NA 0.149 0.149
## HEX_OPN_CRE 0.073 NA 0.112 0.112
## HEX_OPN_INQ 0.052 NA 0.062 0.062
## HEX_OPN_UNC 0.036 NA 0.080 0.080
## NFP_ANO -0.039 NA -0.089 -0.089
## NFP_COM 0.100 NA 0.201 0.201
## NFP_GEN 0.157 NA 0.201 0.201
## NFP_GOV 0.094 NA 0.093 0.093
## NFP_INF 0.067 NA 0.131 0.131
## NFP_PHY -0.075 NA -0.080 -0.080
## NFP_PSY -0.031 NA -0.047 -0.047
## NFP_SOC -0.014 NA -0.018 -0.018
## HEX_OPN_AES ~~
## HEX_OPN_CRE 0.507 NA 0.772 0.772
## HEX_OPN_INQ 0.570 NA 0.681 0.681
## HEX_OPN_UNC 0.335 NA 0.742 0.742
## NFP_ANO -0.009 NA -0.021 -0.021
## NFP_COM 0.056 NA 0.113 0.113
## NFP_GEN 0.112 NA 0.142 0.142
## NFP_GOV 0.054 NA 0.053 0.053
## NFP_INF 0.037 NA 0.073 0.073
## NFP_PHY -0.113 NA -0.120 -0.120
## NFP_PSY -0.087 NA -0.133 -0.133
## NFP_SOC -0.098 NA -0.124 -0.124
## HEX_OPN_CRE ~~
## HEX_OPN_INQ 0.298 NA 0.472 0.472
## HEX_OPN_UNC 0.214 NA 0.629 0.629
## NFP_ANO 0.014 NA 0.042 0.042
## NFP_COM 0.038 NA 0.101 0.101
## NFP_GEN 0.089 NA 0.150 0.150
## NFP_GOV 0.063 NA 0.082 0.082
## NFP_INF 0.024 NA 0.064 0.064
## NFP_PHY -0.083 NA -0.117 -0.117
## NFP_PSY -0.094 NA -0.190 -0.190
## NFP_SOC -0.112 NA -0.189 -0.189
## HEX_OPN_INQ ~~
## HEX_OPN_UNC 0.260 NA 0.600 0.600
## NFP_ANO 0.046 NA 0.110 0.110
## NFP_COM 0.073 NA 0.151 0.151
## NFP_GEN 0.086 NA 0.114 0.114
## NFP_GOV 0.094 NA 0.096 0.096
## NFP_INF 0.012 NA 0.024 0.024
## NFP_PHY -0.178 NA -0.197 -0.197
## NFP_PSY -0.064 NA -0.103 -0.103
## NFP_SOC -0.118 NA -0.157 -0.157
## HEX_OPN_UNC ~~
## NFP_ANO 0.016 NA 0.070 0.070
## NFP_COM 0.013 NA 0.049 0.049
## NFP_GEN 0.046 NA 0.112 0.112
## NFP_GOV 0.061 NA 0.116 0.116
## NFP_INF 0.021 NA 0.079 0.079
## NFP_PHY -0.020 NA -0.041 -0.041
## NFP_PSY -0.045 NA -0.132 -0.132
## NFP_SOC 0.012 NA 0.029 0.029
## NFP_ANO ~~
## NFP_COM 0.198 NA 0.783 0.783
## NFP_GEN 0.251 NA 0.632 0.632
## NFP_GOV 0.374 NA 0.726 0.726
## NFP_INF 0.154 NA 0.598 0.598
## NFP_PHY 0.151 NA 0.317 0.317
## NFP_PSY 0.153 NA 0.465 0.465
## NFP_SOC 0.150 NA 0.378 0.378
## NFP_COM ~~
## NFP_GEN 0.380 NA 0.844 0.844
## NFP_GOV 0.503 NA 0.861 0.861
## NFP_INF 0.251 NA 0.857 0.857
## NFP_PHY 0.123 NA 0.227 0.227
## NFP_PSY 0.097 NA 0.260 0.260
## NFP_SOC 0.047 NA 0.105 0.105
## NFP_GEN ~~
## NFP_GOV 0.626 NA 0.682 0.682
## NFP_INF 0.411 NA 0.896 0.896
## NFP_PHY 0.313 NA 0.369 0.369
## NFP_PSY 0.250 NA 0.425 0.425
## NFP_SOC 0.204 NA 0.289 0.289
## NFP_GOV ~~
## NFP_INF 0.400 NA 0.672 0.672
## NFP_PHY 0.313 NA 0.284 0.284
## NFP_PSY 0.218 NA 0.285 0.285
## NFP_SOC 0.150 NA 0.163 0.163
## NFP_INF ~~
## NFP_PHY 0.282 NA 0.514 0.514
## NFP_PSY 0.179 NA 0.469 0.469
## NFP_SOC 0.151 NA 0.329 0.329
## NFP_PHY ~~
## NFP_PSY 0.387 NA 0.549 0.549
## NFP_SOC 0.640 NA 0.755 0.755
## NFP_PSY ~~
## NFP_SOC 0.431 NA 0.733 0.733
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_ALT_FS 0.274 0.274 0.541
## .HEX_AGR_FLX_FS 0.150 0.150 0.347
## .HEX_AGR_FOR_FS 0.301 0.301 0.157
## .HEX_AGR_GEN_FS 0.143 0.143 0.257
## .HEX_AGR_PAT_FS 0.210 0.210 0.220
## .HEX_CNS_DIL_FS 0.187 0.187 0.341
## .HEX_CNS_ORG_FS 0.165 0.165 0.213
## .HEX_CNS_PER_FS 0.133 0.133 0.405
## .HEX_CNS_PRU_FS 0.261 0.261 0.266
## .HEX_EMO_ANX_FS 0.328 0.328 0.199
## .HEX_EMO_DEP_FS 0.288 0.288 0.244
## .HEX_EMO_FEA_FS 0.280 0.280 0.304
## .HEX_EMO_SEN_FS 0.316 0.316 0.236
## .HEX_EXT_BOL_FS 0.205 0.205 0.235
## .HEX_EXT_LIV_FS 0.260 0.260 0.203
## .HEX_EXT_SOC_FS 0.182 0.182 0.185
## .HEX_EXT_SSE_FS 0.264 0.264 0.235
## .HEX_HOH_FAI_FS 0.364 0.364 0.128
## .HEX_HOH_GRE_FS 0.102 0.102 0.222
## .HEX_HOH_MOD_FS 0.173 0.173 0.251
## .HEX_HOH_SIN_FS 0.308 0.308 0.263
## .HEX_OPN_AES_FS 0.358 0.358 0.291
## .HEX_OPN_CRE_FS 0.133 0.133 0.212
## .HEX_OPN_INQ_FS 0.273 0.273 0.254
## .HEX_OPN_UNC_FS 0.201 0.201 0.462
## .NFP_ANO_FS 0.180 0.180 0.448
## .NFP_COM_FS 0.109 0.109 0.275
## .NFP_GEN_FS 0.205 0.205 0.225
## .NFP_GOV_FS 0.204 0.204 0.146
## .NFP_INF_FS 0.113 0.113 0.275
## .NFP_PHY_FS 0.303 0.303 0.230
## .NFP_PSY_FS 0.171 0.171 0.259
## .NFP_SOC_FS 0.260 0.260 0.269
## .age 0.000 0.000 0.000
## .male 0.000 0.000 0.000
## .white 0.000 0.000 0.000
## .relation 0.000 0.000 0.000
## .college 0.000 0.000 0.000
## .income 0.000 0.000 0.000
## .conserv 0.000 0.000 0.000
## Age 2.731 NA 1.000 1.000
## Male 0.250 NA 1.000 1.000
## White 0.173 NA 1.000 1.000
## Relationship 0.233 NA 1.000 1.000
## College 0.215 NA 1.000 1.000
## Income 0.569 NA 1.000 1.000
## Conservatism 3.131 NA 1.000 1.000
## HEX_ALT 0.233 NA 1.000 1.000
## HEX_AGR_FLX 0.282 NA 1.000 1.000
## HEX_AGR_FOR 1.620 NA 1.000 1.000
## HEX_AGR_GEN 0.414 NA 1.000 1.000
## HEX_AGR_PAT 0.743 NA 1.000 1.000
## HEX_CNS_DIL 0.361 NA 1.000 1.000
## HEX_CNS_ORG 0.610 NA 1.000 1.000
## HEX_CNS_PER 0.195 NA 1.000 1.000
## HEX_CNS_PRU 0.720 NA 1.000 1.000
## HEX_EMO_ANX 1.319 NA 1.000 1.000
## HEX_EMO_DEP 0.892 NA 1.000 1.000
## HEX_EMO_FEA 0.641 NA 1.000 1.000
## HEX_EMO_SEN 1.024 NA 1.000 1.000
## HEX_EXT_BOL 0.669 NA 1.000 1.000
## HEX_EXT_LIV 1.021 NA 1.000 1.000
## HEX_EXT_SOC 0.799 NA 1.000 1.000
## HEX_EXT_SSE 0.859 NA 1.000 1.000
## HEX_HOH_FAI 2.485 NA 1.000 1.000
## HEX_HOH_GRE 0.357 NA 1.000 1.000
## HEX_HOH_MOD 0.515 NA 1.000 1.000
## HEX_HOH_SIN 0.865 NA 1.000 1.000
## HEX_OPN_AES 0.871 NA 1.000 1.000
## HEX_OPN_CRE 0.495 NA 1.000 1.000
## HEX_OPN_INQ 0.804 NA 1.000 1.000
## HEX_OPN_UNC 0.234 NA 1.000 1.000
## NFP_ANO 0.222 NA 1.000 1.000
## NFP_COM 0.287 NA 1.000 1.000
## NFP_GEN 0.707 NA 1.000 1.000
## NFP_GOV 1.191 NA 1.000 1.000
## NFP_INF 0.297 NA 1.000 1.000
## NFP_PHY 1.016 NA 1.000 1.000
## NFP_PSY 0.489 NA 1.000 1.000
## NFP_SOC 0.708 NA 1.000 1.000Factors or dimensions.
## lavaan 0.6.15 ended normally after 115 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 413
##
## Used Total
## Number of observations 1555 1559
##
## Model Test User Model:
##
## Test statistic 34448.694
## Degrees of freedom 8365
## P-value (Chi-square) 0.000
##
## Model Test Baseline Model:
##
## Test statistic 105016.051
## Degrees of freedom 8646
## P-value 0.000
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.729
## Tucker-Lewis Index (TLI) 0.720
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -350428.917
## Loglikelihood unrestricted model (H1) -333204.571
##
## Akaike (AIC) 701683.835
## Bayesian (BIC) 703893.067
## Sample-size adjusted Bayesian (SABIC) 702581.062
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.045
## 90 Percent confidence interval - lower 0.044
## 90 Percent confidence interval - upper 0.045
## P-value H_0: RMSEA <= 0.050 1.000
## P-value H_0: RMSEA >= 0.080 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.090
##
## Parameter Estimates:
##
## Standard errors Standard
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH =~
## HEX_HOH_SIN 1.000 0.709 0.709
## HEX_HOH_FAI 1.084 0.079 13.788 0.000 0.550 0.550
## HEX_HOH_GRE 0.504 0.049 10.331 0.000 0.608 0.608
## HEX_HOH_MOD 0.643 0.048 13.384 0.000 0.647 0.647
## HEX_HOH_SIN =~
## HEX_HOH_SIN_01 1.000 1.286 0.756
## HEX_HOH_SIN_02 0.896 0.053 16.932 0.000 1.152 0.638
## HEX_HOH_SIN_03 0.980 0.034 28.508 0.000 1.260 0.779
## HEX_HOH_SIN_04 0.790 0.050 15.676 0.000 1.015 0.565
## HEX_HOH_FAI =~
## HEX_HOH_FAI_01 1.000 1.795 0.856
## HEX_HOH_FAI_02 0.691 0.022 31.920 0.000 1.241 0.733
## HEX_HOH_FAI_03 0.683 0.023 30.234 0.000 1.226 0.704
## HEX_HOH_FAI_04 0.902 0.024 38.333 0.000 1.619 0.850
## HEX_HOH_GRE =~
## HEX_HOH_GRE_01 1.000 0.754 0.425
## HEX_HOH_GRE_02 1.795 0.112 16.012 0.000 1.354 0.729
## HEX_HOH_GRE_03 1.834 0.148 12.403 0.000 1.383 0.771
## HEX_HOH_GRE_04 1.927 0.154 12.505 0.000 1.453 0.795
## HEX_HOH_MOD =~
## HEX_HOH_MOD_01 1.000 0.905 0.642
## HEX_HOH_MOD_02 0.887 0.053 16.686 0.000 0.803 0.522
## HEX_HOH_MOD_03 1.189 0.056 21.080 0.000 1.076 0.726
## HEX_HOH_MOD_04 1.292 0.061 21.180 0.000 1.169 0.734
## HEX_EMO =~
## HEX_EMO_FEA 1.000 0.811 0.811
## HEX_EMO_ANX 1.337 0.079 16.887 0.000 0.865 0.865
## HEX_EMO_DEP 0.582 0.054 10.833 0.000 0.502 0.502
## HEX_EMO_SEN 0.710 0.058 12.156 0.000 0.471 0.471
## HEX_EMO_FEA =~
## HEX_EMO_FEA_01 1.000 1.090 0.639
## HEX_EMO_FEA_02 0.761 0.049 15.440 0.000 0.829 0.493
## HEX_EMO_FEA_03 1.002 0.054 18.527 0.000 1.093 0.629
## HEX_EMO_FEA_04 1.008 0.054 18.620 0.000 1.098 0.634
## HEX_EMO_ANX =~
## HEX_EMO_ANX_01 1.000 1.367 0.794
## HEX_EMO_ANX_02 1.022 0.034 29.770 0.000 1.397 0.781
## HEX_EMO_ANX_03 0.829 0.037 22.545 0.000 1.133 0.596
## HEX_EMO_ANX_04 0.741 0.029 25.227 0.000 1.013 0.662
## HEX_EMO_DEP =~
## HEX_EMO_DEP_01 1.000 1.026 0.633
## HEX_EMO_DEP_02 1.146 0.079 14.516 0.000 1.176 0.760
## HEX_EMO_DEP_03 1.264 0.084 15.022 0.000 1.297 0.826
## HEX_EMO_DEP_04 0.805 0.045 18.092 0.000 0.826 0.489
## HEX_EMO_SEN =~
## HEX_EMO_SEN_01 1.000 1.332 0.776
## HEX_EMO_SEN_02 0.720 0.048 14.860 0.000 0.959 0.684
## HEX_EMO_SEN_03 0.679 0.035 19.510 0.000 0.904 0.640
## HEX_EMO_SEN_04 0.705 0.052 13.644 0.000 0.939 0.565
## HEX_EXT =~
## HEX_EXT_SSE 1.000 0.844 0.844
## HEX_EXT_BOL 1.051 0.059 17.740 0.000 0.854 0.854
## HEX_EXT_SOC 1.111 0.060 18.543 0.000 0.834 0.834
## HEX_EXT_LIV 1.135 0.059 19.107 0.000 0.808 0.808
## HEX_EXT_SSE =~
## HEX_EXT_SSE_01 1.000 1.060 0.658
## HEX_EXT_SSE_02 0.622 0.035 18.015 0.000 0.660 0.570
## HEX_EXT_SSE_03 1.229 0.054 22.574 0.000 1.303 0.751
## HEX_EXT_SSE_04 1.238 0.044 28.252 0.000 1.312 0.674
## HEX_EXT_BOL =~
## HEX_EXT_BOL_01 1.000 1.102 0.630
## HEX_EXT_BOL_02 1.105 0.053 20.966 0.000 1.217 0.718
## HEX_EXT_BOL_03 1.069 0.053 20.217 0.000 1.178 0.684
## HEX_EXT_BOL_04 0.903 0.049 18.445 0.000 0.995 0.546
## HEX_EXT_SOC =~
## HEX_EXT_SOC_01 1.000 1.192 0.657
## HEX_EXT_SOC_02 1.063 0.043 24.853 0.000 1.267 0.761
## HEX_EXT_SOC_03 1.119 0.045 24.702 0.000 1.333 0.755
## HEX_EXT_SOC_04 1.025 0.042 24.152 0.000 1.222 0.733
## HEX_EXT_LIV =~
## HEX_EXT_LIV_01 1.000 1.256 0.721
## HEX_EXT_LIV_02 1.033 0.038 27.307 0.000 1.298 0.809
## HEX_EXT_LIV_03 0.771 0.040 19.507 0.000 0.969 0.597
## HEX_EXT_LIV_04 1.013 0.040 25.524 0.000 1.272 0.752
## HEX_AGR =~
## HEX_AGR_FOR 1.000 0.724 0.724
## HEX_AGR_GEN 0.739 0.044 16.858 0.000 0.828 0.828
## HEX_AGR_FLX 0.669 0.046 14.568 0.000 0.840 0.840
## HEX_AGR_PAT 0.773 0.041 18.694 0.000 0.762 0.762
## HEX_AGR_FOR =~
## HEX_AGR_FOR_01 1.000 1.493 0.863
## HEX_AGR_FOR_02 0.931 0.025 36.973 0.000 1.390 0.831
## HEX_AGR_FOR_03 0.303 0.020 14.971 0.000 0.453 0.388
## HEX_AGR_FOR_04 0.867 0.026 33.562 0.000 1.294 0.765
## HEX_AGR_GEN =~
## HEX_AGR_GEN_01 1.000 0.964 0.573
## HEX_AGR_GEN_02 1.029 0.052 19.772 0.000 0.992 0.722
## HEX_AGR_GEN_03 1.090 0.056 19.541 0.000 1.052 0.706
## HEX_AGR_GEN_04 0.961 0.052 18.359 0.000 0.927 0.636
## HEX_AGR_FLX =~
## HEX_AGR_FLX_01 1.000 0.860 0.481
## HEX_AGR_FLX_02 0.864 0.062 13.934 0.000 0.743 0.535
## HEX_AGR_FLX_03 1.171 0.076 15.319 0.000 1.008 0.650
## HEX_AGR_FLX_04 1.129 0.074 15.188 0.000 0.971 0.636
## HEX_AGR_PAT =~
## HEX_AGR_PAT_01 1.000 1.097 0.721
## HEX_AGR_PAT_02 1.003 0.051 19.840 0.000 1.100 0.673
## HEX_AGR_PAT_03 0.987 0.044 22.256 0.000 1.082 0.722
## HEX_AGR_PAT_04 1.029 0.049 20.862 0.000 1.129 0.665
## HEX_CNS =~
## HEX_CNS_ORG 1.000 0.780 0.780
## HEX_CNS_DIL 0.807 0.058 13.946 0.000 0.899 0.899
## HEX_CNS_PER 0.411 0.047 8.727 0.000 0.637 0.637
## HEX_CNS_PRU 0.979 0.063 15.578 0.000 0.856 0.856
## HEX_CNS_ORG =~
## HEX_CNS_ORG_01 1.000 1.010 0.607
## HEX_CNS_ORG_02 0.843 0.047 18.080 0.000 0.851 0.634
## HEX_CNS_ORG_03 1.242 0.063 19.599 0.000 1.255 0.724
## HEX_CNS_ORG_04 1.392 0.066 21.242 0.000 1.406 0.826
## HEX_CNS_DIL =~
## HEX_CNS_DIL_01 1.000 0.708 0.502
## HEX_CNS_DIL_02 1.116 0.052 21.352 0.000 0.789 0.595
## HEX_CNS_DIL_03 1.719 0.099 17.358 0.000 1.216 0.774
## HEX_CNS_DIL_04 1.652 0.098 16.938 0.000 1.169 0.736
## HEX_CNS_PER =~
## HEX_CNS_PER_01 1.000 0.509 0.385
## HEX_CNS_PER_02 2.079 0.211 9.843 0.000 1.058 0.865
## HEX_CNS_PER_03 1.751 0.181 9.685 0.000 0.891 0.802
## HEX_CNS_PER_04 0.924 0.094 9.793 0.000 0.470 0.264
## HEX_CNS_PRU =~
## HEX_CNS_PRU_01 1.000 0.902 0.627
## HEX_CNS_PRU_02 1.156 0.057 20.291 0.000 1.042 0.749
## HEX_CNS_PRU_03 0.852 0.054 15.857 0.000 0.768 0.539
## HEX_CNS_PRU_04 0.823 0.043 19.201 0.000 0.742 0.510
## HEX_OPN =~
## HEX_OPN_AES 1.000 0.954 0.954
## HEX_OPN_INQ 0.716 0.039 18.371 0.000 0.690 0.690
## HEX_OPN_CRE 0.568 0.035 16.190 0.000 0.788 0.788
## HEX_OPN_UNC 0.519 0.036 14.237 0.000 0.815 0.815
## HEX_OPN_AES =~
## HEX_OPN_AES_01 1.000 1.297 0.736
## HEX_OPN_AES_02 0.992 0.045 22.069 0.000 1.286 0.631
## HEX_OPN_AES_03 0.909 0.042 21.771 0.000 1.179 0.622
## HEX_OPN_AES_04 0.473 0.032 14.722 0.000 0.613 0.415
## HEX_OPN_INQ =~
## HEX_OPN_INQ_01 1.000 1.283 0.757
## HEX_OPN_INQ_02 0.821 0.043 18.929 0.000 1.053 0.641
## HEX_OPN_INQ_03 0.869 0.047 18.561 0.000 1.115 0.624
## HEX_OPN_INQ_04 0.963 0.048 20.127 0.000 1.236 0.671
## HEX_OPN_CRE =~
## HEX_OPN_CRE_01 1.000 0.892 0.533
## HEX_OPN_CRE_02 1.492 0.077 19.444 0.000 1.332 0.764
## HEX_OPN_CRE_03 1.101 0.062 17.794 0.000 0.982 0.642
## HEX_OPN_CRE_04 1.687 0.086 19.689 0.000 1.506 0.789
## HEX_OPN_UNC =~
## HEX_OPN_UNC_01 1.000 0.789 0.497
## HEX_OPN_UNC_02 0.810 0.069 11.731 0.000 0.638 0.483
## HEX_OPN_UNC_03 0.635 0.074 8.580 0.000 0.501 0.296
## HEX_OPN_UNC_04 1.648 0.109 15.108 0.000 1.299 0.736
## NFP_PHY =~
## NFP_PHY_01 1.000 1.179 0.801
## NFP_PHY_02 0.825 0.035 23.467 0.000 0.973 0.618
## NFP_PHY_03 1.000 0.040 25.007 0.000 1.180 0.656
## NFP_PHY_04 0.757 0.030 24.865 0.000 0.892 0.653
## NFP_PSY =~
## NFP_PSY_01 1.000 0.911 0.620
## NFP_PSY_02 1.096 0.055 19.802 0.000 0.999 0.641
## NFP_PSY_03 1.441 0.064 22.401 0.000 1.313 0.787
## NFP_PSY_04 0.854 0.053 16.264 0.000 0.778 0.498
## NFP_SOC =~
## NFP_SOC_01 1.000 1.301 0.741
## NFP_SOC_02 0.809 0.032 25.175 0.000 1.053 0.638
## NFP_SOC_03 1.084 0.032 33.434 0.000 1.410 0.762
## NFP_SOC_04 0.523 0.026 20.036 0.000 0.681 0.514
## NFP_COM =~
## NFP_COM_01 1.000 0.708 0.457
## NFP_COM_02 1.088 0.076 14.399 0.000 0.770 0.509
## NFP_COM_03 1.544 0.090 17.144 0.000 1.093 0.731
## NFP_COM_04 1.603 0.090 17.744 0.000 1.135 0.804
## NFP_GOV =~
## NFP_GOV_01 1.000 1.149 0.736
## NFP_GOV_02 1.104 0.039 28.373 0.000 1.268 0.813
## NFP_GOV_03 1.018 0.032 31.902 0.000 1.169 0.685
## NFP_GOV_04 1.088 0.039 27.584 0.000 1.249 0.790
## NFP_ANO =~
## NFP_ANO_01 1.000 0.989 0.522
## NFP_ANO_02 0.738 0.050 14.692 0.000 0.730 0.496
## NFP_ANO_03 0.386 0.041 9.533 0.000 0.382 0.286
## NFP_ANO_04 1.018 0.057 17.748 0.000 1.007 0.620
## NFP_INF =~
## NFP_INF_01 1.000 0.888 0.629
## NFP_INF_02 0.886 0.041 21.343 0.000 0.787 0.642
## NFP_INF_03 0.948 0.042 22.519 0.000 0.842 0.686
## NFP_INF_04 0.996 0.044 22.763 0.000 0.885 0.647
## NFP_GEN =~
## NFP_GEN_01 1.000 1.040 0.744
## NFP_GEN_02 0.950 0.029 32.915 0.000 0.988 0.846
## NFP_GEN_03 0.964 0.040 24.015 0.000 1.003 0.626
## NFP_GEN_04 0.912 0.028 32.146 0.000 0.948 0.826
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 ~~
## .HEX_HOH_SIN_03 0.203 0.080 2.549 0.011 0.203 0.180
## .HEX_HOH_SIN_02 ~~
## .HEX_HOH_SIN_04 0.338 0.076 4.475 0.000 0.338 0.164
## .HEX_HOH_GRE_01 ~~
## .HEX_HOH_GRE_02 0.419 0.077 5.424 0.000 0.419 0.205
## .HEX_HOH_GRE_03 ~~
## .HEX_HOH_GRE_04 0.171 0.105 1.633 0.102 0.171 0.135
## .HEX_EMO_DEP_01 ~~
## .HEX_EMO_DEP_04 0.049 0.066 0.749 0.454 0.049 0.027
## .HEX_EMO_DEP_02 ~~
## .HEX_EMO_DEP_03 -0.760 0.088 -8.605 0.000 -0.760 -0.854
## .HEX_EMO_SEN_01 ~~
## .HEX_EMO_SEN_03 -0.287 0.077 -3.745 0.000 -0.287 -0.244
## .HEX_EMO_SEN_02 ~~
## .HEX_EMO_SEN_04 -0.148 0.063 -2.334 0.020 -0.148 -0.105
## .HEX_EXT_SSE_01 ~~
## .HEX_EXT_SSE_04 0.688 0.062 11.026 0.000 0.688 0.395
## .HEX_EXT_SSE_02 ~~
## .HEX_EXT_SSE_03 0.085 0.039 2.194 0.028 0.085 0.078
## .HEX_EXT_BOL_01 ~~
## .HEX_EXT_BOL_04 0.177 0.063 2.807 0.005 0.177 0.086
## .HEX_EXT_BOL_02 ~~
## .HEX_EXT_BOL_03 0.458 0.060 7.679 0.000 0.458 0.309
## .HEX_EXT_LIV_01 ~~
## .HEX_EXT_LIV_03 -0.445 0.048 -9.254 0.000 -0.445 -0.283
## .HEX_EXT_LIV_02 ~~
## .HEX_EXT_LIV_04 -0.229 0.042 -5.434 0.000 -0.229 -0.218
## .HEX_AGR_PAT_01 ~~
## .HEX_AGR_PAT_02 -0.484 0.048 -10.168 0.000 -0.484 -0.380
## .HEX_AGR_PAT_03 ~~
## .HEX_AGR_PAT_04 -0.113 0.047 -2.395 0.017 -0.113 -0.086
## .HEX_CNS_ORG_01 ~~
## .HEX_CNS_ORG_04 -0.270 0.051 -5.238 0.000 -0.270 -0.213
## .HEX_CNS_ORG_02 ~~
## .HEX_CNS_ORG_03 -0.092 0.042 -2.209 0.027 -0.092 -0.074
## .HEX_CNS_DIL_01 ~~
## .HEX_CNS_DIL_02 0.536 0.040 13.423 0.000 0.536 0.413
## .HEX_CNS_DIL_03 ~~
## .HEX_CNS_DIL_04 -0.277 0.053 -5.258 0.000 -0.277 -0.259
## .HEX_CNS_PER_01 ~~
## .HEX_CNS_PER_04 0.435 0.058 7.567 0.000 0.435 0.208
## .HEX_CNS_PER_02 ~~
## .HEX_CNS_PER_03 -0.314 0.076 -4.137 0.000 -0.314 -0.771
## .HEX_CNS_PRU_01 ~~
## .HEX_CNS_PRU_04 0.399 0.045 8.924 0.000 0.399 0.284
## .HEX_CNS_PRU_02 ~~
## .HEX_CNS_PRU_03 0.004 0.042 0.094 0.925 0.004 0.004
## .HEX_OPN_INQ_01 ~~
## .HEX_OPN_INQ_04 -0.453 0.070 -6.466 0.000 -0.453 -0.299
## .HEX_OPN_INQ_02 ~~
## .HEX_OPN_INQ_03 -0.013 0.061 -0.212 0.832 -0.013 -0.007
## .HEX_OPN_UNC_01 ~~
## .HEX_OPN_UNC_04 -0.075 0.075 -0.993 0.321 -0.075 -0.045
## .HEX_OPN_UNC_02 ~~
## .HEX_OPN_UNC_03 0.329 0.052 6.277 0.000 0.329 0.176
## HEX_ALT_01 ~~
## HEX_ALT_02 0.843 0.048 17.635 0.000 0.843 0.500
## HEX_ALT_03 ~~
## HEX_ALT_04 0.800 0.064 12.542 0.000 0.800 0.335
## .NFP_SOC_01 ~~
## .NFP_SOC_03 0.229 0.053 4.358 0.000 0.229 0.162
## .NFP_SOC_02 ~~
## .NFP_SOC_04 0.403 0.041 9.838 0.000 0.403 0.279
## .NFP_GOV_01 ~~
## .NFP_GOV_03 0.447 0.044 10.072 0.000 0.447 0.340
## .NFP_GOV_02 ~~
## .NFP_GOV_04 -0.109 0.039 -2.807 0.005 -0.109 -0.124
## .NFP_INF_01 ~~
## .NFP_INF_04 0.109 0.034 3.176 0.001 0.109 0.096
## .NFP_INF_02 ~~
## .NFP_INF_03 0.149 0.027 5.581 0.000 0.149 0.177
## .NFP_ANO_01 ~~
## .NFP_ANO_04 0.149 0.074 2.010 0.044 0.149 0.072
## .NFP_ANO_02 ~~
## .NFP_ANO_03 0.564 0.047 12.020 0.000 0.564 0.345
## HEX_HOH ~~
## HEX_EMO -0.023 0.029 -0.790 0.429 -0.029 -0.029
## HEX_EXT -0.056 0.028 -1.974 0.048 -0.068 -0.068
## HEX_AGR 0.408 0.042 9.720 0.000 0.414 0.414
## HEX_CNS 0.293 0.031 9.308 0.000 0.408 0.408
## HEX_OPN 0.141 0.040 3.533 0.000 0.125 0.125
## NFP_PHY -0.049 0.038 -1.291 0.197 -0.045 -0.045
## NFP_PSY -0.122 0.031 -3.977 0.000 -0.146 -0.146
## NFP_SOC -0.040 0.043 -0.927 0.354 -0.033 -0.033
## NFP_COM 0.086 0.024 3.633 0.000 0.133 0.133
## NFP_GOV -0.015 0.036 -0.434 0.664 -0.015 -0.015
## NFP_ANO -0.208 0.040 -5.211 0.000 -0.231 -0.231
## NFP_INF 0.116 0.031 3.797 0.000 0.143 0.143
## NFP_GEN 0.098 0.032 3.041 0.002 0.104 0.104
## HEX_EMO ~~
## HEX_EXT -0.339 0.033 -10.217 0.000 -0.429 -0.429
## HEX_AGR -0.355 0.038 -9.351 0.000 -0.371 -0.371
## HEX_CNS -0.131 0.024 -5.420 0.000 -0.188 -0.188
## HEX_OPN -0.091 0.036 -2.529 0.011 -0.083 -0.083
## NFP_PHY 0.418 0.041 10.232 0.000 0.401 0.401
## NFP_PSY -0.040 0.027 -1.487 0.137 -0.050 -0.050
## NFP_SOC 0.289 0.042 6.902 0.000 0.251 0.251
## NFP_COM -0.045 0.021 -2.148 0.032 -0.072 -0.072
## NFP_GOV -0.122 0.033 -3.686 0.000 -0.120 -0.120
## NFP_ANO -0.089 0.035 -2.568 0.010 -0.102 -0.102
## NFP_INF 0.082 0.027 2.980 0.003 0.104 0.104
## NFP_GEN -0.002 0.029 -0.070 0.944 -0.002 -0.002
## HEX_EXT ~~
## HEX_AGR 0.474 0.040 11.876 0.000 0.490 0.490
## HEX_CNS 0.349 0.031 11.281 0.000 0.495 0.495
## HEX_OPN 0.275 0.037 7.409 0.000 0.248 0.248
## NFP_PHY -0.705 0.047 -14.976 0.000 -0.668 -0.668
## NFP_PSY -0.485 0.038 -12.926 0.000 -0.596 -0.596
## NFP_SOC -1.163 0.068 -17.198 0.000 -0.999 -0.999
## NFP_COM -0.010 0.020 -0.498 0.618 -0.016 -0.016
## NFP_GOV -0.070 0.031 -2.242 0.025 -0.068 -0.068
## NFP_ANO -0.236 0.036 -6.592 0.000 -0.267 -0.267
## NFP_INF -0.214 0.028 -7.510 0.000 -0.269 -0.269
## NFP_GEN -0.110 0.028 -3.868 0.000 -0.118 -0.118
## HEX_AGR ~~
## HEX_CNS 0.284 0.032 8.948 0.000 0.334 0.334
## HEX_OPN 0.371 0.046 8.084 0.000 0.278 0.278
## NFP_PHY -0.578 0.048 -12.074 0.000 -0.454 -0.454
## NFP_PSY -0.253 0.035 -7.283 0.000 -0.257 -0.257
## NFP_SOC -0.666 0.055 -12.147 0.000 -0.474 -0.474
## NFP_COM 0.005 0.025 0.220 0.826 0.007 0.007
## NFP_GOV -0.007 0.038 -0.179 0.858 -0.006 -0.006
## NFP_ANO -0.190 0.042 -4.512 0.000 -0.178 -0.178
## NFP_INF -0.090 0.032 -2.785 0.005 -0.094 -0.094
## NFP_GEN 0.020 0.034 0.591 0.554 0.018 0.018
## HEX_CNS ~~
## HEX_OPN 0.234 0.033 7.056 0.000 0.240 0.240
## NFP_PHY -0.156 0.030 -5.157 0.000 -0.168 -0.168
## NFP_PSY -0.184 0.026 -7.206 0.000 -0.257 -0.257
## NFP_SOC -0.419 0.040 -10.432 0.000 -0.409 -0.409
## NFP_COM 0.069 0.018 3.763 0.000 0.124 0.124
## NFP_GOV 0.004 0.027 0.133 0.894 0.004 0.004
## NFP_ANO -0.189 0.032 -6.002 0.000 -0.243 -0.243
## NFP_INF 0.091 0.024 3.858 0.000 0.130 0.130
## NFP_GEN 0.123 0.026 4.807 0.000 0.150 0.150
## HEX_OPN ~~
## NFP_PHY -0.208 0.047 -4.456 0.000 -0.143 -0.143
## NFP_PSY -0.193 0.037 -5.155 0.000 -0.171 -0.171
## NFP_SOC -0.256 0.053 -4.816 0.000 -0.159 -0.159
## NFP_COM 0.117 0.029 4.057 0.000 0.133 0.133
## NFP_GOV 0.087 0.043 1.998 0.046 0.061 0.061
## NFP_ANO 0.059 0.046 1.278 0.201 0.048 0.048
## NFP_INF 0.074 0.036 2.028 0.043 0.067 0.067
## NFP_GEN 0.186 0.040 4.690 0.000 0.145 0.145
## NFP_PHY ~~
## NFP_PSY 0.587 0.044 13.410 0.000 0.546 0.546
## NFP_SOC 1.157 0.065 17.862 0.000 0.754 0.754
## NFP_COM 0.185 0.029 6.398 0.000 0.222 0.222
## NFP_GOV 0.390 0.044 8.769 0.000 0.288 0.288
## NFP_ANO 0.428 0.049 8.728 0.000 0.367 0.367
## NFP_INF 0.556 0.042 13.221 0.000 0.531 0.531
## NFP_GEN 0.434 0.041 10.644 0.000 0.354 0.354
## NFP_PSY ~~
## NFP_SOC 0.850 0.056 15.301 0.000 0.717 0.717
## NFP_COM 0.163 0.024 6.873 0.000 0.252 0.252
## NFP_GOV 0.313 0.036 8.627 0.000 0.299 0.299
## NFP_ANO 0.438 0.043 10.194 0.000 0.486 0.486
## NFP_INF 0.416 0.035 11.956 0.000 0.514 0.514
## NFP_GEN 0.380 0.035 10.991 0.000 0.401 0.401
## NFP_SOC ~~
## NFP_COM 0.093 0.031 3.012 0.003 0.101 0.101
## NFP_GOV 0.226 0.048 4.693 0.000 0.151 0.151
## NFP_ANO 0.518 0.057 9.171 0.000 0.403 0.403
## NFP_INF 0.417 0.044 9.580 0.000 0.361 0.361
## NFP_GEN 0.356 0.045 7.984 0.000 0.263 0.263
## NFP_COM ~~
## NFP_GOV 0.694 0.050 13.956 0.000 0.854 0.854
## NFP_ANO 0.576 0.048 12.056 0.000 0.823 0.823
## NFP_INF 0.538 0.040 13.368 0.000 0.856 0.856
## NFP_GEN 0.588 0.042 13.897 0.000 0.799 0.799
## NFP_GOV ~~
## NFP_ANO 0.888 0.063 14.182 0.000 0.782 0.782
## NFP_INF 0.732 0.047 15.568 0.000 0.718 0.718
## NFP_GEN 0.812 0.049 16.594 0.000 0.680 0.680
## NFP_ANO ~~
## NFP_INF 0.645 0.050 12.968 0.000 0.734 0.734
## NFP_GEN 0.688 0.052 13.353 0.000 0.669 0.669
## NFP_INF ~~
## NFP_GEN 0.811 0.047 17.376 0.000 0.877 0.877
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 1.241 0.096 12.878 0.000 1.241 0.429
## .HEX_HOH_SIN_02 1.935 0.096 20.195 0.000 1.935 0.593
## .HEX_HOH_SIN_03 1.026 0.087 11.738 0.000 1.026 0.393
## .HEX_HOH_SIN_04 2.200 0.097 22.583 0.000 2.200 0.681
## .HEX_HOH_FAI_01 1.177 0.068 17.256 0.000 1.177 0.267
## .HEX_HOH_FAI_02 1.326 0.056 23.545 0.000 1.326 0.463
## .HEX_HOH_FAI_03 1.534 0.063 24.245 0.000 1.534 0.505
## .HEX_HOH_FAI_04 1.003 0.057 17.704 0.000 1.003 0.277
## .HEX_HOH_GRE_01 2.584 0.102 25.389 0.000 2.584 0.820
## .HEX_HOH_GRE_02 1.622 0.108 14.973 0.000 1.622 0.469
## .HEX_HOH_GRE_03 1.304 0.115 11.382 0.000 1.304 0.405
## .HEX_HOH_GRE_04 1.228 0.121 10.193 0.000 1.228 0.368
## .HEX_HOH_MOD_01 1.169 0.052 22.484 0.000 1.169 0.588
## .HEX_HOH_MOD_02 1.718 0.069 25.048 0.000 1.718 0.727
## .HEX_HOH_MOD_03 1.038 0.054 19.159 0.000 1.038 0.473
## .HEX_HOH_MOD_04 1.171 0.062 18.764 0.000 1.171 0.461
## .HEX_EMO_FEA_01 1.726 0.079 21.793 0.000 1.726 0.592
## .HEX_EMO_FEA_02 2.144 0.085 25.097 0.000 2.144 0.757
## .HEX_EMO_FEA_03 1.821 0.082 22.093 0.000 1.821 0.604
## .HEX_EMO_FEA_04 1.793 0.082 21.937 0.000 1.793 0.598
## .HEX_EMO_ANX_01 1.096 0.058 18.969 0.000 1.096 0.370
## .HEX_EMO_ANX_02 1.247 0.063 19.680 0.000 1.247 0.390
## .HEX_EMO_ANX_03 2.331 0.093 25.084 0.000 2.331 0.645
## .HEX_EMO_ANX_04 1.316 0.055 23.888 0.000 1.316 0.562
## .HEX_EMO_DEP_01 1.575 0.081 19.499 0.000 1.575 0.599
## .HEX_EMO_DEP_02 1.012 0.099 10.214 0.000 1.012 0.422
## .HEX_EMO_DEP_03 0.783 0.108 7.224 0.000 0.783 0.318
## .HEX_EMO_DEP_04 2.173 0.087 24.993 0.000 2.173 0.761
## .HEX_EMO_SEN_01 1.168 0.117 10.008 0.000 1.168 0.397
## .HEX_EMO_SEN_02 1.046 0.067 15.530 0.000 1.046 0.532
## .HEX_EMO_SEN_03 1.178 0.071 16.503 0.000 1.178 0.590
## .HEX_EMO_SEN_04 1.877 0.090 20.920 0.000 1.877 0.680
## .HEX_EXT_SSE_01 1.469 0.065 22.544 0.000 1.469 0.567
## .HEX_EXT_SSE_02 0.904 0.038 23.739 0.000 0.904 0.675
## .HEX_EXT_SSE_03 1.312 0.071 18.416 0.000 1.312 0.436
## .HEX_EXT_SSE_04 2.068 0.093 22.141 0.000 2.068 0.546
## .HEX_EXT_BOL_01 1.846 0.080 23.105 0.000 1.846 0.603
## .HEX_EXT_BOL_02 1.390 0.072 19.424 0.000 1.390 0.484
## .HEX_EXT_BOL_03 1.579 0.076 20.647 0.000 1.579 0.532
## .HEX_EXT_BOL_04 2.329 0.094 24.675 0.000 2.329 0.702
## .HEX_EXT_SOC_01 1.872 0.076 24.491 0.000 1.872 0.569
## .HEX_EXT_SOC_02 1.167 0.054 21.646 0.000 1.167 0.421
## .HEX_EXT_SOC_03 1.343 0.061 21.888 0.000 1.343 0.430
## .HEX_EXT_SOC_04 1.286 0.057 22.647 0.000 1.286 0.463
## .HEX_EXT_LIV_01 1.461 0.065 22.470 0.000 1.461 0.481
## .HEX_EXT_LIV_02 0.891 0.051 17.361 0.000 0.891 0.346
## .HEX_EXT_LIV_03 1.697 0.068 25.050 0.000 1.697 0.644
## .HEX_EXT_LIV_04 1.240 0.062 19.871 0.000 1.240 0.434
## .HEX_AGR_FOR_01 0.766 0.048 16.133 0.000 0.766 0.256
## .HEX_AGR_FOR_02 0.867 0.046 18.711 0.000 0.867 0.310
## .HEX_AGR_FOR_03 1.155 0.042 27.214 0.000 1.155 0.849
## .HEX_AGR_FOR_04 1.189 0.053 22.287 0.000 1.189 0.415
## .HEX_AGR_GEN_01 1.904 0.077 24.718 0.000 1.904 0.672
## .HEX_AGR_GEN_02 0.904 0.044 20.694 0.000 0.904 0.479
## .HEX_AGR_GEN_03 1.112 0.052 21.328 0.000 1.112 0.501
## .HEX_AGR_GEN_04 1.268 0.054 23.457 0.000 1.268 0.596
## .HEX_AGR_FLX_01 2.461 0.097 25.327 0.000 2.461 0.769
## .HEX_AGR_FLX_02 1.377 0.056 24.446 0.000 1.377 0.714
## .HEX_AGR_FLX_03 1.391 0.065 21.475 0.000 1.391 0.578
## .HEX_AGR_FLX_04 1.385 0.063 21.925 0.000 1.385 0.595
## .HEX_AGR_PAT_01 1.111 0.058 19.003 0.000 1.111 0.480
## .HEX_AGR_PAT_02 1.461 0.070 20.725 0.000 1.461 0.547
## .HEX_AGR_PAT_03 1.075 0.054 20.035 0.000 1.075 0.479
## .HEX_AGR_PAT_04 1.610 0.073 22.005 0.000 1.610 0.558
## .HEX_CNS_ORG_01 1.751 0.077 22.740 0.000 1.751 0.632
## .HEX_CNS_ORG_02 1.077 0.046 23.346 0.000 1.077 0.598
## .HEX_CNS_ORG_03 1.433 0.069 20.687 0.000 1.433 0.477
## .HEX_CNS_ORG_04 0.917 0.065 14.204 0.000 0.917 0.317
## .HEX_CNS_DIL_01 1.484 0.057 26.031 0.000 1.484 0.748
## .HEX_CNS_DIL_02 1.136 0.046 24.842 0.000 1.136 0.646
## .HEX_CNS_DIL_03 0.987 0.066 14.958 0.000 0.987 0.400
## .HEX_CNS_DIL_04 1.159 0.069 16.818 0.000 1.159 0.459
## .HEX_CNS_PER_01 1.486 0.057 25.994 0.000 1.486 0.852
## .HEX_CNS_PER_02 0.376 0.097 3.889 0.000 0.376 0.251
## .HEX_CNS_PER_03 0.441 0.073 6.037 0.000 0.441 0.358
## .HEX_CNS_PER_04 2.953 0.108 27.450 0.000 2.953 0.930
## .HEX_CNS_PRU_01 1.258 0.055 22.782 0.000 1.258 0.607
## .HEX_CNS_PRU_02 0.848 0.052 16.272 0.000 0.848 0.438
## .HEX_CNS_PRU_03 1.445 0.062 23.199 0.000 1.445 0.710
## .HEX_CNS_PRU_04 1.568 0.063 24.946 0.000 1.568 0.740
## .HEX_OPN_AES_01 1.421 0.071 20.024 0.000 1.421 0.458
## .HEX_OPN_AES_02 2.495 0.105 23.662 0.000 2.495 0.601
## .HEX_OPN_AES_03 2.198 0.092 23.870 0.000 2.198 0.613
## .HEX_OPN_AES_04 1.807 0.068 26.600 0.000 1.807 0.828
## .HEX_OPN_INQ_01 1.229 0.083 14.763 0.000 1.229 0.427
## .HEX_OPN_INQ_02 1.592 0.074 21.594 0.000 1.592 0.589
## .HEX_OPN_INQ_03 1.955 0.088 22.136 0.000 1.955 0.611
## .HEX_OPN_INQ_04 1.864 0.101 18.449 0.000 1.864 0.550
## .HEX_OPN_CRE_01 2.003 0.078 25.674 0.000 2.003 0.716
## .HEX_OPN_CRE_02 1.264 0.064 19.789 0.000 1.264 0.416
## .HEX_OPN_CRE_03 1.373 0.057 23.930 0.000 1.373 0.587
## .HEX_OPN_CRE_04 1.372 0.075 18.385 0.000 1.372 0.377
## .HEX_OPN_UNC_01 1.891 0.087 21.862 0.000 1.891 0.753
## .HEX_OPN_UNC_02 1.336 0.054 24.824 0.000 1.336 0.766
## .HEX_OPN_UNC_03 2.617 0.097 26.891 0.000 2.617 0.912
## .HEX_OPN_UNC_04 1.432 0.113 12.646 0.000 1.432 0.459
## .NFP_PHY_01 0.775 0.042 18.266 0.000 0.775 0.358
## .NFP_PHY_02 1.530 0.062 24.652 0.000 1.530 0.618
## .NFP_PHY_03 1.841 0.077 23.916 0.000 1.841 0.569
## .NFP_PHY_04 1.073 0.045 23.992 0.000 1.073 0.574
## .NFP_PSY_01 1.332 0.056 23.985 0.000 1.332 0.616
## .NFP_PSY_02 1.430 0.061 23.499 0.000 1.430 0.589
## .NFP_PSY_03 1.060 0.061 17.453 0.000 1.060 0.381
## .NFP_PSY_04 1.833 0.071 25.846 0.000 1.833 0.752
## .NFP_SOC_01 1.388 0.063 22.175 0.000 1.388 0.450
## .NFP_SOC_02 1.613 0.063 25.734 0.000 1.613 0.593
## .NFP_SOC_03 1.439 0.068 21.278 0.000 1.439 0.420
## .NFP_SOC_04 1.291 0.048 26.945 0.000 1.291 0.736
## .NFP_COM_01 1.897 0.070 26.977 0.000 1.897 0.791
## .NFP_COM_02 1.693 0.064 26.668 0.000 1.693 0.741
## .NFP_COM_03 1.042 0.044 23.504 0.000 1.042 0.466
## .NFP_COM_04 0.704 0.035 20.199 0.000 0.704 0.353
## .NFP_GOV_01 1.114 0.049 22.566 0.000 1.114 0.458
## .NFP_GOV_02 0.827 0.049 16.794 0.000 0.827 0.340
## .NFP_GOV_03 1.547 0.065 23.844 0.000 1.547 0.531
## .NFP_GOV_04 0.939 0.052 17.910 0.000 0.939 0.376
## .NFP_ANO_01 2.614 0.111 23.525 0.000 2.614 0.728
## .NFP_ANO_02 1.630 0.065 25.137 0.000 1.630 0.754
## .NFP_ANO_03 1.640 0.060 27.283 0.000 1.640 0.918
## .NFP_ANO_04 1.624 0.081 20.097 0.000 1.624 0.616
## .NFP_INF_01 1.203 0.049 24.741 0.000 1.203 0.604
## .NFP_INF_02 0.884 0.036 24.421 0.000 0.884 0.588
## .NFP_INF_03 0.797 0.034 23.378 0.000 0.797 0.529
## .NFP_INF_04 1.087 0.045 24.400 0.000 1.087 0.581
## .NFP_GEN_01 0.872 0.037 23.827 0.000 0.872 0.446
## .NFP_GEN_02 0.388 0.020 19.490 0.000 0.388 0.284
## .NFP_GEN_03 1.562 0.061 25.804 0.000 1.562 0.608
## .NFP_GEN_04 0.419 0.020 20.747 0.000 0.419 0.318
## HEX_ALT_01 1.390 0.050 27.884 0.000 1.390 1.000
## HEX_ALT_03 2.411 0.086 27.884 0.000 2.411 1.000
## HEX_ALT_02 2.044 0.073 27.884 0.000 2.044 1.000
## HEX_ALT_04 2.358 0.085 27.884 0.000 2.358 1.000
## HEX_HOH 0.830 0.084 9.894 0.000 1.000 1.000
## .HEX_HOH_SIN 0.823 0.090 9.175 0.000 0.498 0.498
## .HEX_HOH_FAI 2.248 0.130 17.270 0.000 0.697 0.697
## .HEX_HOH_GRE 0.358 0.050 7.206 0.000 0.630 0.630
## .HEX_HOH_MOD 0.476 0.044 10.725 0.000 0.581 0.581
## HEX_EMO 0.781 0.077 10.095 0.000 1.000 1.000
## .HEX_EMO_FEA 0.407 0.053 7.687 0.000 0.343 0.343
## .HEX_EMO_ANX 0.471 0.063 7.441 0.000 0.252 0.252
## .HEX_EMO_DEP 0.788 0.066 11.979 0.000 0.748 0.748
## .HEX_EMO_SEN 1.379 0.123 11.237 0.000 0.778 0.778
## HEX_EXT 0.800 0.069 11.664 0.000 1.000 1.000
## .HEX_EXT_SSE 0.323 0.037 8.752 0.000 0.288 0.288
## .HEX_EXT_BOL 0.330 0.042 7.843 0.000 0.272 0.272
## .HEX_EXT_SOC 0.432 0.040 10.816 0.000 0.304 0.304
## .HEX_EXT_LIV 0.548 0.043 12.772 0.000 0.347 0.347
## HEX_AGR 1.169 0.091 12.870 0.000 1.000 1.000
## .HEX_AGR_FOR 1.061 0.069 15.306 0.000 0.476 0.476
## .HEX_AGR_GEN 0.292 0.036 8.131 0.000 0.314 0.314
## .HEX_AGR_FLX 0.217 0.034 6.330 0.000 0.294 0.294
## .HEX_AGR_PAT 0.504 0.046 11.023 0.000 0.419 0.419
## HEX_CNS 0.621 0.062 10.052 0.000 1.000 1.000
## .HEX_CNS_ORG 0.400 0.042 9.484 0.000 0.392 0.392
## .HEX_CNS_DIL 0.096 0.017 5.606 0.000 0.192 0.192
## .HEX_CNS_PER 0.154 0.020 7.496 0.000 0.594 0.594
## .HEX_CNS_PRU 0.218 0.031 7.060 0.000 0.268 0.268
## HEX_OPN 1.530 0.109 14.045 0.000 1.000 1.000
## .HEX_OPN_AES 0.152 0.055 2.779 0.005 0.090 0.090
## .HEX_OPN_INQ 0.862 0.077 11.234 0.000 0.524 0.524
## .HEX_OPN_CRE 0.302 0.035 8.690 0.000 0.379 0.379
## .HEX_OPN_UNC 0.209 0.042 4.954 0.000 0.336 0.336
## NFP_PHY 1.391 0.079 17.538 0.000 1.000 1.000
## NFP_PSY 0.830 0.067 12.327 0.000 1.000 1.000
## NFP_SOC 1.694 0.106 16.021 0.000 1.000 1.000
## NFP_COM 0.501 0.056 9.018 0.000 1.000 1.000
## NFP_GOV 1.319 0.083 15.931 0.000 1.000 1.000
## NFP_ANO 0.979 0.107 9.177 0.000 1.000 1.000
## NFP_INF 0.789 0.061 12.894 0.000 1.000 1.000
## NFP_GEN 1.082 0.066 16.508 0.000 1.000 1.000Doesn’t converge. Hence let’s use means of observed values for personality means of factor scores for privacy.
## lavaan 0.6.15 ended normally after 180 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 830
##
## Used Total
## Number of observations 1555 1559
##
## Model Test User Model:
##
## Test statistic 27819.905
## Degrees of freedom 7948
## P-value (Chi-square) 0.000
##
## Model Test Baseline Model:
##
## Test statistic 105016.051
## Degrees of freedom 8646
## P-value 0.000
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.794
## Tucker-Lewis Index (TLI) 0.776
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -347114.523
## Loglikelihood unrestricted model (H1) -333204.571
##
## Akaike (AIC) 695889.046
## Bayesian (BIC) 700328.908
## Sample-size adjusted Bayesian (SABIC) 697692.190
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.040
## 90 Percent confidence interval - lower 0.040
## 90 Percent confidence interval - upper 0.041
## P-value H_0: RMSEA <= 0.050 1.000
## P-value H_0: RMSEA >= 0.080 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.064
##
## Parameter Estimates:
##
## Standard errors Standard
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH_SIN =~
## HEX_HOH_SIN_01 1.000 1.255 0.738
## HEX_HOH_SIN_02 0.928 0.050 18.533 0.000 1.165 0.645
## HEX_HOH_SIN_03 1.003 0.035 29.042 0.000 1.259 0.779
## HEX_HOH_SIN_04 0.817 0.048 16.943 0.000 1.026 0.571
## HEX_HOH_FAI =~
## HEX_HOH_FAI_01 1.000 1.799 0.858
## HEX_HOH_FAI_02 0.695 0.021 32.656 0.000 1.250 0.738
## HEX_HOH_FAI_03 0.690 0.022 31.109 0.000 1.241 0.712
## HEX_HOH_FAI_04 0.888 0.023 38.845 0.000 1.597 0.839
## HEX_HOH_GRE =~
## HEX_HOH_GRE_01 1.000 0.736 0.414
## HEX_HOH_GRE_02 1.810 0.113 16.003 0.000 1.332 0.717
## HEX_HOH_GRE_03 1.951 0.142 13.763 0.000 1.436 0.800
## HEX_HOH_GRE_04 1.965 0.143 13.714 0.000 1.446 0.791
## HEX_HOH_MOD =~
## HEX_HOH_MOD_01 1.000 0.846 0.600
## HEX_HOH_MOD_02 0.904 0.056 16.071 0.000 0.765 0.498
## HEX_HOH_MOD_03 1.247 0.060 20.849 0.000 1.055 0.712
## HEX_HOH_MOD_04 1.471 0.067 21.914 0.000 1.245 0.782
## HEX_EMO_FEA =~
## HEX_EMO_FEA_01 1.000 1.111 0.651
## HEX_EMO_FEA_02 0.769 0.047 16.514 0.000 0.854 0.508
## HEX_EMO_FEA_03 1.024 0.051 20.212 0.000 1.138 0.655
## HEX_EMO_FEA_04 0.931 0.049 18.866 0.000 1.035 0.597
## HEX_EMO_ANX =~
## HEX_EMO_ANX_01 1.000 1.366 0.794
## HEX_EMO_ANX_02 1.015 0.033 31.054 0.000 1.387 0.776
## HEX_EMO_ANX_03 0.840 0.036 23.452 0.000 1.147 0.603
## HEX_EMO_ANX_04 0.743 0.028 26.084 0.000 1.015 0.664
## HEX_EMO_DEP =~
## HEX_EMO_DEP_01 1.000 1.149 0.709
## HEX_EMO_DEP_02 0.764 0.039 19.380 0.000 0.877 0.567
## HEX_EMO_DEP_03 0.990 0.041 24.201 0.000 1.138 0.725
## HEX_EMO_DEP_04 0.983 0.047 20.737 0.000 1.130 0.669
## HEX_EMO_SEN =~
## HEX_EMO_SEN_01 1.000 1.187 0.692
## HEX_EMO_SEN_02 0.882 0.037 23.721 0.000 1.048 0.747
## HEX_EMO_SEN_03 0.729 0.036 20.507 0.000 0.866 0.613
## HEX_EMO_SEN_04 0.858 0.043 19.957 0.000 1.019 0.613
## HEX_EXT_SSE =~
## HEX_EXT_SSE_01 1.000 1.196 0.743
## HEX_EXT_SSE_02 0.503 0.026 19.357 0.000 0.601 0.519
## HEX_EXT_SSE_03 0.969 0.039 25.103 0.000 1.158 0.668
## HEX_EXT_SSE_04 1.216 0.037 33.005 0.000 1.454 0.747
## HEX_EXT_BOL =~
## HEX_EXT_BOL_01 1.000 1.063 0.608
## HEX_EXT_BOL_02 1.172 0.054 21.805 0.000 1.246 0.735
## HEX_EXT_BOL_03 1.158 0.054 21.374 0.000 1.231 0.715
## HEX_EXT_BOL_04 0.921 0.049 18.651 0.000 0.979 0.538
## HEX_EXT_SOC =~
## HEX_EXT_SOC_01 1.000 1.160 0.640
## HEX_EXT_SOC_02 1.115 0.043 25.863 0.000 1.294 0.778
## HEX_EXT_SOC_03 1.160 0.046 25.468 0.000 1.346 0.762
## HEX_EXT_SOC_04 1.040 0.043 24.455 0.000 1.206 0.724
## HEX_EXT_LIV =~
## HEX_EXT_LIV_01 1.000 1.245 0.714
## HEX_EXT_LIV_02 1.080 0.036 30.019 0.000 1.345 0.838
## HEX_EXT_LIV_03 0.785 0.039 19.885 0.000 0.977 0.602
## HEX_EXT_LIV_04 0.973 0.038 25.722 0.000 1.211 0.716
## HEX_AGR_FOR =~
## HEX_AGR_FOR_01 1.000 1.489 0.860
## HEX_AGR_FOR_02 0.941 0.025 37.923 0.000 1.402 0.838
## HEX_AGR_FOR_03 0.311 0.020 15.381 0.000 0.463 0.397
## HEX_AGR_FOR_04 0.860 0.026 33.407 0.000 1.281 0.757
## HEX_AGR_GEN =~
## HEX_AGR_GEN_01 1.000 0.964 0.573
## HEX_AGR_GEN_02 1.015 0.051 20.033 0.000 0.979 0.712
## HEX_AGR_GEN_03 1.097 0.055 20.002 0.000 1.058 0.710
## HEX_AGR_GEN_04 0.971 0.052 18.800 0.000 0.936 0.642
## HEX_AGR_FLX =~
## HEX_AGR_FLX_01 1.000 0.885 0.495
## HEX_AGR_FLX_02 0.799 0.057 14.127 0.000 0.706 0.509
## HEX_AGR_FLX_03 1.142 0.071 16.169 0.000 1.010 0.651
## HEX_AGR_FLX_04 1.116 0.069 16.119 0.000 0.987 0.647
## HEX_AGR_PAT =~
## HEX_AGR_PAT_01 1.000 1.095 0.720
## HEX_AGR_PAT_02 0.971 0.049 19.887 0.000 1.063 0.650
## HEX_AGR_PAT_03 0.997 0.042 23.697 0.000 1.091 0.728
## HEX_AGR_PAT_04 1.060 0.047 22.425 0.000 1.160 0.683
## HEX_CNS_ORG =~
## HEX_CNS_ORG_01 1.000 0.993 0.596
## HEX_CNS_ORG_02 0.879 0.047 18.664 0.000 0.872 0.650
## HEX_CNS_ORG_03 1.276 0.064 20.081 0.000 1.267 0.730
## HEX_CNS_ORG_04 1.394 0.065 21.286 0.000 1.384 0.814
## HEX_CNS_DIL =~
## HEX_CNS_DIL_01 1.000 0.761 0.540
## HEX_CNS_DIL_02 1.078 0.047 22.765 0.000 0.820 0.618
## HEX_CNS_DIL_03 1.527 0.079 19.383 0.000 1.162 0.740
## HEX_CNS_DIL_04 1.453 0.078 18.707 0.000 1.105 0.696
## HEX_CNS_PER =~
## HEX_CNS_PER_01 1.000 0.597 0.452
## HEX_CNS_PER_02 1.461 0.100 14.591 0.000 0.872 0.714
## HEX_CNS_PER_03 1.208 0.086 14.022 0.000 0.721 0.649
## HEX_CNS_PER_04 1.034 0.092 11.262 0.000 0.618 0.347
## HEX_CNS_PRU =~
## HEX_CNS_PRU_01 1.000 0.918 0.638
## HEX_CNS_PRU_02 1.102 0.049 22.616 0.000 1.012 0.728
## HEX_CNS_PRU_03 0.817 0.047 17.297 0.000 0.750 0.526
## HEX_CNS_PRU_04 0.845 0.041 20.730 0.000 0.776 0.533
## HEX_OPN_AES =~
## HEX_OPN_AES_01 1.000 1.310 0.744
## HEX_OPN_AES_02 0.986 0.044 22.634 0.000 1.291 0.634
## HEX_OPN_AES_03 0.880 0.040 21.761 0.000 1.153 0.609
## HEX_OPN_AES_04 0.470 0.031 14.975 0.000 0.616 0.417
## HEX_OPN_INQ =~
## HEX_OPN_INQ_01 1.000 1.231 0.726
## HEX_OPN_INQ_02 0.878 0.043 20.503 0.000 1.081 0.657
## HEX_OPN_INQ_03 0.962 0.047 20.621 0.000 1.184 0.662
## HEX_OPN_INQ_04 0.959 0.048 20.146 0.000 1.180 0.641
## HEX_OPN_CRE =~
## HEX_OPN_CRE_01 1.000 0.896 0.536
## HEX_OPN_CRE_02 1.487 0.075 19.702 0.000 1.333 0.765
## HEX_OPN_CRE_03 1.111 0.061 18.123 0.000 0.996 0.651
## HEX_OPN_CRE_04 1.657 0.083 19.851 0.000 1.485 0.779
## HEX_OPN_UNC =~
## HEX_OPN_UNC_01 1.000 0.742 0.468
## HEX_OPN_UNC_02 0.884 0.069 12.823 0.000 0.656 0.496
## HEX_OPN_UNC_03 0.802 0.078 10.268 0.000 0.595 0.351
## HEX_OPN_UNC_04 1.629 0.105 15.582 0.000 1.208 0.684
## HEX_ALT =~
## HEX_ALT_01 1.000 0.713 0.605
## HEX_ALT_02 0.975 0.048 20.220 0.000 0.695 0.486
## HEX_ALT_03 1.105 0.062 17.748 0.000 0.788 0.508
## HEX_ALT_04 1.203 0.063 19.210 0.000 0.858 0.559
## NFP_PHY =~
## NFP_PHY_01 1.000 1.174 0.797
## NFP_PHY_02 0.833 0.035 23.700 0.000 0.978 0.621
## NFP_PHY_03 1.010 0.040 25.264 0.000 1.186 0.659
## NFP_PHY_04 0.758 0.030 24.918 0.000 0.890 0.651
## NFP_PSY =~
## NFP_PSY_01 1.000 0.906 0.616
## NFP_PSY_02 1.074 0.054 20.018 0.000 0.973 0.624
## NFP_PSY_03 1.468 0.062 23.645 0.000 1.330 0.797
## NFP_PSY_04 0.878 0.052 16.994 0.000 0.795 0.509
## NFP_SOC =~
## NFP_SOC_01 1.000 1.268 0.723
## NFP_SOC_02 0.835 0.033 25.539 0.000 1.059 0.642
## NFP_SOC_03 1.089 0.032 33.571 0.000 1.381 0.746
## NFP_SOC_04 0.568 0.026 21.550 0.000 0.721 0.544
## NFP_COM =~
## NFP_COM_01 1.000 0.718 0.464
## NFP_COM_02 1.068 0.073 14.590 0.000 0.768 0.508
## NFP_COM_03 1.518 0.087 17.481 0.000 1.091 0.729
## NFP_COM_04 1.577 0.087 18.123 0.000 1.133 0.803
## NFP_GOV =~
## NFP_GOV_01 1.000 1.152 0.738
## NFP_GOV_02 1.100 0.038 28.798 0.000 1.267 0.812
## NFP_GOV_03 1.021 0.032 32.065 0.000 1.176 0.689
## NFP_GOV_04 1.078 0.039 27.832 0.000 1.242 0.785
## NFP_ANO =~
## NFP_ANO_01 1.000 0.935 0.493
## NFP_ANO_02 0.806 0.054 15.015 0.000 0.753 0.512
## NFP_ANO_03 0.430 0.043 10.101 0.000 0.402 0.300
## NFP_ANO_04 1.049 0.060 17.553 0.000 0.981 0.604
## NFP_INF =~
## NFP_INF_01 1.000 0.875 0.620
## NFP_INF_02 0.917 0.043 21.558 0.000 0.802 0.654
## NFP_INF_03 0.963 0.043 22.374 0.000 0.842 0.686
## NFP_INF_04 1.019 0.045 22.800 0.000 0.891 0.652
## NFP_GEN =~
## NFP_GEN_01 1.000 1.046 0.748
## NFP_GEN_02 0.941 0.028 33.167 0.000 0.984 0.843
## NFP_GEN_03 0.968 0.040 24.409 0.000 1.012 0.632
## NFP_GEN_04 0.903 0.028 32.361 0.000 0.944 0.822
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 ~~
## .HEX_HOH_SIN_03 0.242 0.069 3.535 0.000 0.242 0.208
## .HEX_HOH_SIN_02 ~~
## .HEX_HOH_SIN_04 0.312 0.070 4.445 0.000 0.312 0.153
## .HEX_HOH_GRE_01 ~~
## .HEX_HOH_GRE_02 0.461 0.068 6.744 0.000 0.461 0.220
## .HEX_HOH_GRE_03 ~~
## .HEX_HOH_GRE_04 0.106 0.080 1.330 0.184 0.106 0.088
## .HEX_EMO_DEP_01 ~~
## .HEX_EMO_DEP_04 -0.401 0.047 -8.510 0.000 -0.401 -0.279
## .HEX_EMO_DEP_02 ~~
## .HEX_EMO_DEP_03 -0.233 0.042 -5.516 0.000 -0.233 -0.169
## .HEX_EMO_SEN_01 ~~
## .HEX_EMO_SEN_03 -0.111 0.043 -2.571 0.010 -0.111 -0.080
## .HEX_EMO_SEN_02 ~~
## .HEX_EMO_SEN_04 -0.314 0.042 -7.550 0.000 -0.314 -0.257
## .HEX_EXT_SSE_01 ~~
## .HEX_EXT_SSE_04 0.342 0.054 6.321 0.000 0.342 0.245
## .HEX_EXT_SSE_02 ~~
## .HEX_EXT_SSE_03 0.248 0.037 6.680 0.000 0.248 0.194
## .HEX_EXT_BOL_01 ~~
## .HEX_EXT_BOL_04 0.232 0.062 3.773 0.000 0.232 0.109
## .HEX_EXT_BOL_02 ~~
## .HEX_EXT_BOL_03 0.357 0.055 6.445 0.000 0.357 0.258
## .HEX_EXT_LIV_01 ~~
## .HEX_EXT_LIV_03 -0.443 0.046 -9.710 0.000 -0.443 -0.280
## .HEX_EXT_LIV_02 ~~
## .HEX_EXT_LIV_04 -0.206 0.037 -5.608 0.000 -0.206 -0.199
## .HEX_AGR_PAT_01 ~~
## .HEX_AGR_PAT_02 -0.441 0.044 -9.932 0.000 -0.441 -0.337
## .HEX_AGR_PAT_03 ~~
## .HEX_AGR_PAT_04 -0.157 0.044 -3.581 0.000 -0.157 -0.123
## .HEX_CNS_ORG_01 ~~
## .HEX_CNS_ORG_04 -0.223 0.049 -4.598 0.000 -0.223 -0.169
## .HEX_CNS_ORG_02 ~~
## .HEX_CNS_ORG_03 -0.129 0.040 -3.239 0.001 -0.129 -0.107
## .HEX_CNS_DIL_01 ~~
## .HEX_CNS_DIL_02 0.470 0.038 12.493 0.000 0.470 0.380
## .HEX_CNS_DIL_03 ~~
## .HEX_CNS_DIL_04 -0.140 0.046 -3.030 0.002 -0.140 -0.116
## .HEX_CNS_PER_01 ~~
## .HEX_CNS_PER_04 0.305 0.054 5.665 0.000 0.305 0.155
## .HEX_CNS_PER_02 ~~
## .HEX_CNS_PER_03 -0.001 0.036 -0.039 0.969 -0.001 -0.002
## .HEX_CNS_PRU_01 ~~
## .HEX_CNS_PRU_04 0.356 0.042 8.510 0.000 0.356 0.261
## .HEX_CNS_PRU_02 ~~
## .HEX_CNS_PRU_03 0.046 0.038 1.203 0.229 0.046 0.040
## .HEX_OPN_INQ_01 ~~
## .HEX_OPN_INQ_04 -0.321 0.061 -5.258 0.000 -0.321 -0.195
## .HEX_OPN_INQ_02 ~~
## .HEX_OPN_INQ_03 -0.118 0.057 -2.085 0.037 -0.118 -0.071
## .HEX_OPN_UNC_01 ~~
## .HEX_OPN_UNC_04 0.053 0.065 0.815 0.415 0.053 0.030
## .HEX_OPN_UNC_02 ~~
## .HEX_OPN_UNC_03 0.259 0.051 5.097 0.000 0.259 0.143
## .HEX_ALT_01 ~~
## .HEX_ALT_02 0.347 0.036 9.608 0.000 0.347 0.296
## .HEX_ALT_03 ~~
## .HEX_ALT_04 0.124 0.050 2.471 0.013 0.124 0.073
## .NFP_SOC_01 ~~
## .NFP_SOC_03 0.313 0.052 6.039 0.000 0.313 0.209
## .NFP_SOC_02 ~~
## .NFP_SOC_04 0.356 0.040 8.964 0.000 0.356 0.253
## .NFP_GOV_01 ~~
## .NFP_GOV_03 0.435 0.044 9.980 0.000 0.435 0.334
## .NFP_GOV_02 ~~
## .NFP_GOV_04 -0.098 0.038 -2.583 0.010 -0.098 -0.110
## .NFP_INF_01 ~~
## .NFP_INF_04 0.116 0.034 3.386 0.001 0.116 0.101
## .NFP_INF_02 ~~
## .NFP_INF_03 0.135 0.026 5.165 0.000 0.135 0.164
## .NFP_ANO_01 ~~
## .NFP_ANO_04 0.229 0.072 3.185 0.001 0.229 0.107
## .NFP_ANO_02 ~~
## .NFP_ANO_03 0.541 0.046 11.692 0.000 0.541 0.336
## HEX_HOH_SIN ~~
## HEX_HOH_FAI 1.094 0.081 13.490 0.000 0.484 0.484
## HEX_HOH_GRE 0.378 0.041 9.278 0.000 0.409 0.409
## HEX_HOH_MOD 0.411 0.040 10.154 0.000 0.387 0.387
## HEX_EMO_FEA -0.087 0.048 -1.806 0.071 -0.062 -0.062
## HEX_EMO_ANX -0.268 0.056 -4.802 0.000 -0.156 -0.156
## HEX_EMO_DEP -0.264 0.048 -5.538 0.000 -0.183 -0.183
## HEX_EMO_SEN 0.088 0.048 1.830 0.067 0.059 0.059
## HEX_EXT_SSE 0.197 0.051 3.874 0.000 0.131 0.131
## HEX_EXT_BOL -0.114 0.046 -2.489 0.013 -0.085 -0.085
## HEX_EXT_SOC -0.201 0.047 -4.245 0.000 -0.138 -0.138
## HEX_EXT_LIV 0.194 0.049 3.930 0.000 0.124 0.124
## HEX_AGR_FOR 0.513 0.061 8.386 0.000 0.274 0.274
## HEX_AGR_GEN 0.368 0.044 8.303 0.000 0.304 0.304
## HEX_AGR_FLX 0.349 0.044 7.919 0.000 0.314 0.314
## HEX_AGR_PAT 0.329 0.046 7.160 0.000 0.239 0.239
## HEX_CNS_ORG 0.275 0.042 6.566 0.000 0.221 0.221
## HEX_CNS_DIL 0.254 0.035 7.359 0.000 0.266 0.266
## HEX_CNS_PER 0.195 0.029 6.635 0.000 0.260 0.260
## HEX_CNS_PRU 0.407 0.044 9.249 0.000 0.353 0.353
## HEX_OPN_AES 0.241 0.057 4.257 0.000 0.146 0.146
## HEX_OPN_INQ 0.111 0.050 2.212 0.027 0.072 0.072
## HEX_OPN_CRE 0.120 0.037 3.245 0.001 0.106 0.106
## HEX_OPN_UNC 0.073 0.035 2.082 0.037 0.078 0.078
## HEX_ALT 0.304 0.036 8.364 0.000 0.339 0.339
## NFP_PHY -0.115 0.048 -2.387 0.017 -0.078 -0.078
## NFP_PSY -0.052 0.038 -1.375 0.169 -0.045 -0.045
## NFP_SOC -0.031 0.054 -0.586 0.558 -0.020 -0.020
## NFP_COM 0.163 0.031 5.221 0.000 0.180 0.180
## NFP_GOV 0.109 0.046 2.381 0.017 0.075 0.075
## NFP_ANO -0.097 0.046 -2.093 0.036 -0.083 -0.083
## NFP_INF 0.141 0.038 3.727 0.000 0.129 0.129
## NFP_GEN 0.237 0.042 5.648 0.000 0.181 0.181
## HEX_HOH_FAI ~~
## HEX_HOH_GRE 0.360 0.047 7.617 0.000 0.272 0.272
## HEX_HOH_MOD 0.337 0.049 6.870 0.000 0.222 0.222
## HEX_EMO_FEA 0.174 0.065 2.683 0.007 0.087 0.087
## HEX_EMO_ANX -0.423 0.075 -5.669 0.000 -0.172 -0.172
## HEX_EMO_DEP 0.102 0.062 1.640 0.101 0.049 0.049
## HEX_EMO_SEN 0.563 0.068 8.264 0.000 0.264 0.264
## HEX_EXT_SSE 0.817 0.073 11.219 0.000 0.380 0.380
## HEX_EXT_BOL 0.333 0.062 5.345 0.000 0.174 0.174
## HEX_EXT_SOC 0.283 0.063 4.485 0.000 0.136 0.136
## HEX_EXT_LIV 0.852 0.073 11.710 0.000 0.380 0.380
## HEX_AGR_FOR 0.795 0.082 9.743 0.000 0.297 0.297
## HEX_AGR_GEN 0.481 0.058 8.256 0.000 0.277 0.277
## HEX_AGR_FLX 0.585 0.061 9.539 0.000 0.368 0.368
## HEX_AGR_PAT 0.539 0.062 8.702 0.000 0.274 0.274
## HEX_CNS_ORG 0.657 0.061 10.731 0.000 0.368 0.368
## HEX_CNS_DIL 0.675 0.054 12.426 0.000 0.493 0.493
## HEX_CNS_PER 0.425 0.045 9.542 0.000 0.395 0.395
## HEX_CNS_PRU 0.676 0.060 11.243 0.000 0.409 0.409
## HEX_OPN_AES 0.355 0.076 4.699 0.000 0.151 0.151
## HEX_OPN_INQ 0.332 0.068 4.863 0.000 0.150 0.150
## HEX_OPN_CRE 0.189 0.050 3.820 0.000 0.117 0.117
## HEX_OPN_UNC -0.094 0.047 -2.026 0.043 -0.071 -0.071
## HEX_ALT 0.678 0.052 12.945 0.000 0.529 0.529
## NFP_PHY -0.436 0.066 -6.642 0.000 -0.206 -0.206
## NFP_PSY -0.374 0.053 -7.083 0.000 -0.229 -0.229
## NFP_SOC -0.709 0.076 -9.360 0.000 -0.311 -0.311
## NFP_COM 0.153 0.040 3.786 0.000 0.119 0.119
## NFP_GOV -0.088 0.061 -1.440 0.150 -0.042 -0.042
## NFP_ANO -0.371 0.064 -5.748 0.000 -0.220 -0.220
## NFP_INF 0.131 0.050 2.616 0.009 0.083 0.083
## NFP_GEN 0.261 0.055 4.712 0.000 0.139 0.139
## HEX_HOH_GRE ~~
## HEX_HOH_MOD 0.386 0.036 10.700 0.000 0.620 0.620
## HEX_EMO_FEA -0.053 0.028 -1.903 0.057 -0.065 -0.065
## HEX_EMO_ANX -0.012 0.031 -0.376 0.707 -0.012 -0.012
## HEX_EMO_DEP -0.115 0.028 -4.164 0.000 -0.137 -0.137
## HEX_EMO_SEN -0.014 0.027 -0.492 0.623 -0.015 -0.015
## HEX_EXT_SSE -0.035 0.029 -1.217 0.224 -0.040 -0.040
## HEX_EXT_BOL -0.149 0.028 -5.280 0.000 -0.191 -0.191
## HEX_EXT_SOC -0.247 0.032 -7.614 0.000 -0.289 -0.289
## HEX_EXT_LIV -0.080 0.028 -2.807 0.005 -0.087 -0.087
## HEX_AGR_FOR 0.062 0.033 1.859 0.063 0.057 0.057
## HEX_AGR_GEN 0.078 0.024 3.294 0.001 0.110 0.110
## HEX_AGR_FLX 0.107 0.024 4.455 0.000 0.164 0.164
## HEX_AGR_PAT 0.127 0.027 4.768 0.000 0.157 0.157
## HEX_CNS_ORG 0.005 0.023 0.244 0.807 0.008 0.008
## HEX_CNS_DIL 0.020 0.018 1.077 0.281 0.035 0.035
## HEX_CNS_PER 0.020 0.015 1.308 0.191 0.045 0.045
## HEX_CNS_PRU 0.067 0.023 2.891 0.004 0.100 0.100
## HEX_OPN_AES 0.025 0.032 0.798 0.425 0.026 0.026
## HEX_OPN_INQ 0.023 0.029 0.809 0.418 0.026 0.026
## HEX_OPN_CRE -0.036 0.021 -1.727 0.084 -0.055 -0.055
## HEX_OPN_UNC -0.001 0.020 -0.063 0.950 -0.002 -0.002
## HEX_ALT 0.103 0.021 4.989 0.000 0.197 0.197
## NFP_PHY 0.038 0.027 1.375 0.169 0.044 0.044
## NFP_PSY -0.033 0.022 -1.543 0.123 -0.050 -0.050
## NFP_SOC 0.089 0.031 2.844 0.004 0.095 0.095
## NFP_COM 0.022 0.017 1.322 0.186 0.042 0.042
## NFP_GOV -0.025 0.026 -0.967 0.333 -0.030 -0.030
## NFP_ANO -0.071 0.027 -2.652 0.008 -0.104 -0.104
## NFP_INF 0.012 0.021 0.585 0.559 0.019 0.019
## NFP_GEN -0.020 0.023 -0.874 0.382 -0.026 -0.026
## HEX_HOH_MOD ~~
## HEX_EMO_FEA 0.127 0.033 3.867 0.000 0.135 0.135
## HEX_EMO_ANX 0.211 0.038 5.560 0.000 0.183 0.183
## HEX_EMO_DEP -0.085 0.031 -2.714 0.007 -0.087 -0.087
## HEX_EMO_SEN 0.189 0.034 5.622 0.000 0.188 0.188
## HEX_EXT_SSE -0.187 0.035 -5.393 0.000 -0.185 -0.185
## HEX_EXT_BOL -0.341 0.036 -9.574 0.000 -0.378 -0.378
## HEX_EXT_SOC -0.342 0.036 -9.519 0.000 -0.348 -0.348
## HEX_EXT_LIV -0.168 0.034 -4.988 0.000 -0.159 -0.159
## HEX_AGR_FOR -0.004 0.039 -0.100 0.920 -0.003 -0.003
## HEX_AGR_GEN 0.147 0.028 5.220 0.000 0.180 0.180
## HEX_AGR_FLX 0.131 0.027 4.760 0.000 0.174 0.174
## HEX_AGR_PAT 0.093 0.030 3.147 0.002 0.100 0.100
## HEX_CNS_ORG 0.041 0.027 1.536 0.125 0.049 0.049
## HEX_CNS_DIL 0.033 0.021 1.558 0.119 0.052 0.052
## HEX_CNS_PER 0.058 0.018 3.187 0.001 0.114 0.114
## HEX_CNS_PRU 0.153 0.028 5.471 0.000 0.196 0.196
## HEX_OPN_AES 0.101 0.038 2.697 0.007 0.092 0.092
## HEX_OPN_INQ 0.007 0.034 0.214 0.831 0.007 0.007
## HEX_OPN_CRE -0.030 0.024 -1.227 0.220 -0.039 -0.039
## HEX_OPN_UNC 0.029 0.023 1.239 0.215 0.046 0.046
## HEX_ALT 0.291 0.027 10.768 0.000 0.482 0.482
## NFP_PHY 0.128 0.033 3.943 0.000 0.129 0.129
## NFP_PSY -0.050 0.025 -1.966 0.049 -0.065 -0.065
## NFP_SOC 0.166 0.037 4.522 0.000 0.155 0.155
## NFP_COM -0.012 0.020 -0.594 0.553 -0.019 -0.019
## NFP_GOV -0.057 0.031 -1.861 0.063 -0.058 -0.058
## NFP_ANO -0.173 0.033 -5.310 0.000 -0.219 -0.219
## NFP_INF 0.098 0.026 3.833 0.000 0.132 0.132
## NFP_GEN -0.046 0.027 -1.677 0.093 -0.052 -0.052
## HEX_EMO_FEA ~~
## HEX_EMO_ANX 1.006 0.066 15.201 0.000 0.663 0.663
## HEX_EMO_DEP 0.552 0.050 11.086 0.000 0.432 0.432
## HEX_EMO_SEN 0.620 0.053 11.631 0.000 0.470 0.470
## HEX_EXT_SSE -0.349 0.049 -7.158 0.000 -0.262 -0.262
## HEX_EXT_BOL -0.464 0.048 -9.663 0.000 -0.393 -0.393
## HEX_EXT_SOC -0.205 0.044 -4.666 0.000 -0.159 -0.159
## HEX_EXT_LIV -0.373 0.048 -7.758 0.000 -0.270 -0.270
## HEX_AGR_FOR -0.363 0.056 -6.531 0.000 -0.219 -0.219
## HEX_AGR_GEN -0.109 0.037 -2.898 0.004 -0.101 -0.101
## HEX_AGR_FLX -0.169 0.037 -4.516 0.000 -0.172 -0.172
## HEX_AGR_PAT -0.269 0.042 -6.381 0.000 -0.221 -0.221
## HEX_CNS_ORG -0.054 0.037 -1.479 0.139 -0.049 -0.049
## HEX_CNS_DIL -0.140 0.030 -4.625 0.000 -0.166 -0.166
## HEX_CNS_PER 0.059 0.025 2.393 0.017 0.089 0.089
## HEX_CNS_PRU -0.071 0.037 -1.909 0.056 -0.069 -0.069
## HEX_OPN_AES -0.078 0.052 -1.520 0.128 -0.054 -0.054
## HEX_OPN_INQ -0.432 0.050 -8.563 0.000 -0.316 -0.316
## HEX_OPN_CRE -0.096 0.034 -2.818 0.005 -0.096 -0.096
## HEX_OPN_UNC -0.171 0.034 -5.055 0.000 -0.207 -0.207
## HEX_ALT 0.232 0.033 7.046 0.000 0.293 0.293
## NFP_PHY 0.470 0.048 9.724 0.000 0.361 0.361
## NFP_PSY 0.043 0.035 1.239 0.215 0.043 0.043
## NFP_SOC 0.288 0.051 5.647 0.000 0.204 0.204
## NFP_COM -0.031 0.027 -1.120 0.263 -0.038 -0.038
## NFP_GOV -0.129 0.042 -3.040 0.002 -0.101 -0.101
## NFP_ANO -0.052 0.043 -1.221 0.222 -0.050 -0.050
## NFP_INF 0.148 0.035 4.204 0.000 0.152 0.152
## NFP_GEN 0.105 0.038 2.752 0.006 0.090 0.090
## HEX_EMO_ANX ~~
## HEX_EMO_DEP 0.523 0.053 9.873 0.000 0.333 0.333
## HEX_EMO_SEN 0.577 0.056 10.304 0.000 0.356 0.356
## HEX_EXT_SSE -0.956 0.063 -15.141 0.000 -0.586 -0.586
## HEX_EXT_BOL -0.703 0.057 -12.280 0.000 -0.484 -0.484
## HEX_EXT_SOC -0.552 0.054 -10.168 0.000 -0.348 -0.348
## HEX_EXT_LIV -0.981 0.064 -15.258 0.000 -0.577 -0.577
## HEX_AGR_FOR -0.860 0.068 -12.733 0.000 -0.423 -0.423
## HEX_AGR_GEN -0.392 0.046 -8.475 0.000 -0.298 -0.298
## HEX_AGR_FLX -0.429 0.048 -9.008 0.000 -0.355 -0.355
## HEX_AGR_PAT -0.589 0.052 -11.416 0.000 -0.394 -0.394
## HEX_CNS_ORG -0.306 0.044 -6.927 0.000 -0.225 -0.225
## HEX_CNS_DIL -0.271 0.036 -7.487 0.000 -0.260 -0.260
## HEX_CNS_PER 0.063 0.028 2.256 0.024 0.077 0.077
## HEX_CNS_PRU -0.297 0.044 -6.778 0.000 -0.237 -0.237
## HEX_OPN_AES -0.067 0.059 -1.137 0.255 -0.037 -0.037
## HEX_OPN_INQ -0.333 0.054 -6.119 0.000 -0.198 -0.198
## HEX_OPN_CRE -0.092 0.039 -2.388 0.017 -0.075 -0.075
## HEX_OPN_UNC -0.020 0.036 -0.543 0.587 -0.019 -0.019
## HEX_ALT 0.124 0.036 3.453 0.001 0.127 0.127
## NFP_PHY 0.745 0.057 13.141 0.000 0.464 0.464
## NFP_PSY 0.148 0.040 3.708 0.000 0.120 0.120
## NFP_SOC 0.731 0.062 11.729 0.000 0.422 0.422
## NFP_COM -0.069 0.031 -2.208 0.027 -0.071 -0.071
## NFP_GOV -0.104 0.048 -2.167 0.030 -0.066 -0.066
## NFP_ANO -0.080 0.049 -1.647 0.099 -0.063 -0.063
## NFP_INF 0.142 0.040 3.570 0.000 0.119 0.119
## NFP_GEN -0.011 0.043 -0.250 0.803 -0.008 -0.008
## HEX_EMO_DEP ~~
## HEX_EMO_SEN 0.727 0.054 13.461 0.000 0.533 0.533
## HEX_EXT_SSE 0.121 0.045 2.694 0.007 0.088 0.088
## HEX_EXT_BOL 0.195 0.041 4.708 0.000 0.159 0.159
## HEX_EXT_SOC 0.571 0.049 11.637 0.000 0.428 0.428
## HEX_EXT_LIV 0.118 0.044 2.703 0.007 0.082 0.082
## HEX_AGR_FOR 0.070 0.052 1.351 0.177 0.041 0.041
## HEX_AGR_GEN -0.054 0.036 -1.500 0.134 -0.048 -0.048
## HEX_AGR_FLX -0.041 0.035 -1.178 0.239 -0.040 -0.040
## HEX_AGR_PAT -0.183 0.040 -4.636 0.000 -0.146 -0.146
## HEX_CNS_ORG -0.048 0.035 -1.368 0.171 -0.042 -0.042
## HEX_CNS_DIL 0.014 0.028 0.499 0.618 0.016 0.016
## HEX_CNS_PER 0.016 0.023 0.672 0.502 0.023 0.023
## HEX_CNS_PRU -0.200 0.037 -5.456 0.000 -0.189 -0.189
## HEX_OPN_AES 0.006 0.049 0.112 0.911 0.004 0.004
## HEX_OPN_INQ -0.148 0.045 -3.286 0.001 -0.105 -0.105
## HEX_OPN_CRE 0.047 0.032 1.451 0.147 0.046 0.046
## HEX_OPN_UNC -0.027 0.031 -0.871 0.384 -0.031 -0.031
## HEX_ALT 0.285 0.033 8.760 0.000 0.348 0.348
## NFP_PHY -0.176 0.043 -4.099 0.000 -0.131 -0.131
## NFP_PSY -0.657 0.046 -14.238 0.000 -0.631 -0.631
## NFP_SOC -0.545 0.053 -10.367 0.000 -0.374 -0.374
## NFP_COM -0.083 0.027 -3.113 0.002 -0.101 -0.101
## NFP_GOV -0.213 0.041 -5.135 0.000 -0.161 -0.161
## NFP_ANO -0.170 0.042 -4.034 0.000 -0.158 -0.158
## NFP_INF -0.202 0.034 -5.872 0.000 -0.201 -0.201
## NFP_GEN -0.229 0.038 -6.113 0.000 -0.191 -0.191
## HEX_EMO_SEN ~~
## HEX_EXT_SSE 0.138 0.047 2.959 0.003 0.097 0.097
## HEX_EXT_BOL 0.095 0.042 2.255 0.024 0.075 0.075
## HEX_EXT_SOC 0.373 0.046 8.033 0.000 0.271 0.271
## HEX_EXT_LIV 0.196 0.046 4.289 0.000 0.133 0.133
## HEX_AGR_FOR 0.276 0.055 5.053 0.000 0.156 0.156
## HEX_AGR_GEN 0.293 0.040 7.286 0.000 0.256 0.256
## HEX_AGR_FLX 0.134 0.037 3.641 0.000 0.128 0.128
## HEX_AGR_PAT 0.011 0.040 0.263 0.792 0.008 0.008
## HEX_CNS_ORG 0.100 0.037 2.705 0.007 0.085 0.085
## HEX_CNS_DIL 0.176 0.031 5.689 0.000 0.194 0.194
## HEX_CNS_PER 0.234 0.029 8.026 0.000 0.329 0.329
## HEX_CNS_PRU 0.071 0.037 1.924 0.054 0.065 0.065
## HEX_OPN_AES 0.413 0.054 7.602 0.000 0.265 0.265
## HEX_OPN_INQ 0.075 0.046 1.625 0.104 0.052 0.052
## HEX_OPN_CRE 0.267 0.037 7.261 0.000 0.251 0.251
## HEX_OPN_UNC 0.117 0.033 3.572 0.000 0.133 0.133
## HEX_ALT 0.684 0.044 15.427 0.000 0.807 0.807
## NFP_PHY -0.045 0.044 -1.008 0.313 -0.032 -0.032
## NFP_PSY -0.378 0.039 -9.591 0.000 -0.351 -0.351
## NFP_SOC -0.360 0.052 -6.954 0.000 -0.239 -0.239
## NFP_COM 0.031 0.027 1.146 0.252 0.037 0.037
## NFP_GOV -0.127 0.042 -3.004 0.003 -0.093 -0.093
## NFP_ANO -0.231 0.045 -5.192 0.000 -0.208 -0.208
## NFP_INF 0.050 0.035 1.448 0.148 0.048 0.048
## NFP_GEN 0.033 0.038 0.888 0.375 0.027 0.027
## HEX_EXT_SSE ~~
## HEX_EXT_BOL 0.833 0.058 14.374 0.000 0.655 0.655
## HEX_EXT_SOC 0.722 0.055 13.219 0.000 0.520 0.520
## HEX_EXT_LIV 1.329 0.071 18.632 0.000 0.893 0.893
## HEX_AGR_FOR 0.647 0.060 10.746 0.000 0.363 0.363
## HEX_AGR_GEN 0.340 0.042 8.087 0.000 0.295 0.295
## HEX_AGR_FLX 0.392 0.044 8.973 0.000 0.370 0.370
## HEX_AGR_PAT 0.468 0.046 10.138 0.000 0.357 0.357
## HEX_CNS_ORG 0.611 0.048 12.619 0.000 0.515 0.515
## HEX_CNS_DIL 0.622 0.045 13.974 0.000 0.684 0.684
## HEX_CNS_PER 0.208 0.029 7.214 0.000 0.291 0.291
## HEX_CNS_PRU 0.563 0.045 12.383 0.000 0.513 0.513
## HEX_OPN_AES 0.185 0.054 3.427 0.001 0.118 0.118
## HEX_OPN_INQ 0.295 0.050 5.929 0.000 0.201 0.201
## HEX_OPN_CRE 0.199 0.037 5.456 0.000 0.186 0.186
## HEX_OPN_UNC 0.027 0.033 0.799 0.424 0.030 0.030
## HEX_ALT 0.274 0.034 7.972 0.000 0.322 0.322
## NFP_PHY -0.675 0.052 -12.967 0.000 -0.481 -0.481
## NFP_PSY -0.501 0.043 -11.732 0.000 -0.463 -0.463
## NFP_SOC -1.123 0.066 -16.923 0.000 -0.741 -0.741
## NFP_COM -0.017 0.028 -0.594 0.553 -0.020 -0.020
## NFP_GOV -0.100 0.044 -2.281 0.023 -0.073 -0.073
## NFP_ANO -0.333 0.048 -6.982 0.000 -0.298 -0.298
## NFP_INF -0.149 0.037 -4.083 0.000 -0.143 -0.143
## NFP_GEN -0.041 0.039 -1.034 0.301 -0.033 -0.033
## HEX_EXT_BOL ~~
## HEX_EXT_SOC 0.974 0.064 15.211 0.000 0.789 0.789
## HEX_EXT_LIV 0.830 0.058 14.208 0.000 0.627 0.627
## HEX_AGR_FOR 0.446 0.054 8.240 0.000 0.281 0.281
## HEX_AGR_GEN 0.141 0.036 3.950 0.000 0.138 0.138
## HEX_AGR_FLX 0.193 0.036 5.363 0.000 0.205 0.205
## HEX_AGR_PAT 0.188 0.039 4.819 0.000 0.162 0.162
## HEX_CNS_ORG 0.263 0.037 7.039 0.000 0.249 0.249
## HEX_CNS_DIL 0.367 0.035 10.497 0.000 0.454 0.454
## HEX_CNS_PER 0.059 0.023 2.512 0.012 0.092 0.092
## HEX_CNS_PRU 0.163 0.036 4.573 0.000 0.167 0.167
## HEX_OPN_AES 0.319 0.051 6.307 0.000 0.229 0.229
## HEX_OPN_INQ 0.400 0.048 8.366 0.000 0.305 0.305
## HEX_OPN_CRE 0.325 0.037 8.790 0.000 0.341 0.341
## HEX_OPN_UNC 0.166 0.032 5.177 0.000 0.210 0.210
## HEX_ALT 0.110 0.030 3.686 0.000 0.145 0.145
## NFP_PHY -0.700 0.052 -13.447 0.000 -0.561 -0.561
## NFP_PSY -0.474 0.041 -11.525 0.000 -0.492 -0.492
## NFP_SOC -1.103 0.069 -16.052 0.000 -0.818 -0.818
## NFP_COM 0.021 0.026 0.820 0.412 0.028 0.028
## NFP_GOV -0.003 0.040 -0.065 0.949 -0.002 -0.002
## NFP_ANO -0.132 0.041 -3.235 0.001 -0.133 -0.133
## NFP_INF -0.211 0.034 -6.172 0.000 -0.227 -0.227
## NFP_GEN -0.097 0.036 -2.711 0.007 -0.087 -0.087
## HEX_EXT_SOC ~~
## HEX_EXT_LIV 0.884 0.060 14.821 0.000 0.612 0.612
## HEX_AGR_FOR 0.725 0.060 12.138 0.000 0.419 0.419
## HEX_AGR_GEN 0.380 0.041 9.209 0.000 0.339 0.339
## HEX_AGR_FLX 0.345 0.041 8.489 0.000 0.336 0.336
## HEX_AGR_PAT 0.281 0.041 6.860 0.000 0.222 0.222
## HEX_CNS_ORG 0.156 0.036 4.306 0.000 0.135 0.135
## HEX_CNS_DIL 0.248 0.032 7.852 0.000 0.281 0.281
## HEX_CNS_PER 0.026 0.024 1.124 0.261 0.038 0.038
## HEX_CNS_PRU -0.044 0.036 -1.233 0.218 -0.041 -0.041
## HEX_OPN_AES 0.219 0.051 4.326 0.000 0.144 0.144
## HEX_OPN_INQ 0.210 0.046 4.578 0.000 0.147 0.147
## HEX_OPN_CRE 0.233 0.035 6.646 0.000 0.224 0.224
## HEX_OPN_UNC 0.079 0.031 2.525 0.012 0.092 0.092
## HEX_ALT 0.256 0.032 7.912 0.000 0.310 0.310
## NFP_PHY -0.893 0.057 -15.678 0.000 -0.656 -0.656
## NFP_PSY -0.541 0.043 -12.507 0.000 -0.515 -0.515
## NFP_SOC -1.405 0.078 -18.129 0.000 -0.955 -0.955
## NFP_COM -0.001 0.026 -0.036 0.971 -0.001 -0.001
## NFP_GOV -0.072 0.041 -1.765 0.078 -0.054 -0.054
## NFP_ANO -0.150 0.042 -3.580 0.000 -0.139 -0.139
## NFP_INF -0.284 0.036 -7.882 0.000 -0.280 -0.280
## NFP_GEN -0.191 0.037 -5.110 0.000 -0.157 -0.157
## HEX_EXT_LIV ~~
## HEX_AGR_FOR 0.752 0.061 12.269 0.000 0.405 0.405
## HEX_AGR_GEN 0.446 0.044 10.135 0.000 0.372 0.372
## HEX_AGR_FLX 0.464 0.046 10.181 0.000 0.421 0.421
## HEX_AGR_PAT 0.520 0.047 11.133 0.000 0.381 0.381
## HEX_CNS_ORG 0.569 0.047 12.065 0.000 0.460 0.460
## HEX_CNS_DIL 0.561 0.043 13.172 0.000 0.592 0.592
## HEX_CNS_PER 0.159 0.027 5.940 0.000 0.214 0.214
## HEX_CNS_PRU 0.421 0.042 10.018 0.000 0.368 0.368
## HEX_OPN_AES 0.184 0.053 3.492 0.000 0.113 0.113
## HEX_OPN_INQ 0.259 0.048 5.384 0.000 0.169 0.169
## HEX_OPN_CRE 0.192 0.036 5.412 0.000 0.172 0.172
## HEX_OPN_UNC 0.006 0.032 0.176 0.861 0.006 0.006
## HEX_ALT 0.291 0.034 8.555 0.000 0.328 0.328
## NFP_PHY -0.732 0.053 -13.775 0.000 -0.501 -0.501
## NFP_PSY -0.491 0.042 -11.613 0.000 -0.436 -0.436
## NFP_SOC -1.190 0.069 -17.131 0.000 -0.754 -0.754
## NFP_COM -0.035 0.028 -1.279 0.201 -0.040 -0.040
## NFP_GOV -0.111 0.043 -2.607 0.009 -0.078 -0.078
## NFP_ANO -0.312 0.046 -6.737 0.000 -0.268 -0.268
## NFP_INF -0.200 0.036 -5.553 0.000 -0.184 -0.184
## NFP_GEN -0.094 0.038 -2.441 0.015 -0.072 -0.072
## HEX_AGR_FOR ~~
## HEX_AGR_GEN 0.907 0.062 14.651 0.000 0.632 0.632
## HEX_AGR_FLX 0.694 0.058 11.991 0.000 0.527 0.527
## HEX_AGR_PAT 0.898 0.060 15.055 0.000 0.550 0.550
## HEX_CNS_ORG 0.143 0.045 3.206 0.001 0.096 0.096
## HEX_CNS_DIL 0.190 0.037 5.189 0.000 0.167 0.167
## HEX_CNS_PER 0.036 0.029 1.235 0.217 0.041 0.041
## HEX_CNS_PRU 0.171 0.045 3.800 0.000 0.125 0.125
## HEX_OPN_AES 0.302 0.063 4.799 0.000 0.155 0.155
## HEX_OPN_INQ 0.299 0.057 5.243 0.000 0.163 0.163
## HEX_OPN_CRE 0.191 0.042 4.584 0.000 0.143 0.143
## HEX_OPN_UNC 0.089 0.039 2.293 0.022 0.081 0.081
## HEX_ALT 0.434 0.041 10.526 0.000 0.409 0.409
## NFP_PHY -0.719 0.058 -12.328 0.000 -0.412 -0.412
## NFP_PSY -0.297 0.044 -6.791 0.000 -0.220 -0.220
## NFP_SOC -0.778 0.065 -11.890 0.000 -0.412 -0.412
## NFP_COM 0.038 0.033 1.152 0.249 0.035 0.035
## NFP_GOV 0.024 0.051 0.468 0.640 0.014 0.014
## NFP_ANO -0.120 0.052 -2.313 0.021 -0.086 -0.086
## NFP_INF -0.141 0.042 -3.354 0.001 -0.108 -0.108
## NFP_GEN -0.030 0.045 -0.666 0.505 -0.019 -0.019
## HEX_AGR_GEN ~~
## HEX_AGR_FLX 0.612 0.050 12.235 0.000 0.718 0.718
## HEX_AGR_PAT 0.663 0.048 13.756 0.000 0.628 0.628
## HEX_CNS_ORG 0.128 0.031 4.094 0.000 0.134 0.134
## HEX_CNS_DIL 0.163 0.026 6.179 0.000 0.222 0.222
## HEX_CNS_PER 0.084 0.021 3.947 0.000 0.145 0.145
## HEX_CNS_PRU 0.166 0.032 5.201 0.000 0.188 0.188
## HEX_OPN_AES 0.274 0.045 6.096 0.000 0.217 0.217
## HEX_OPN_INQ 0.226 0.040 5.603 0.000 0.190 0.190
## HEX_OPN_CRE 0.150 0.029 5.090 0.000 0.174 0.174
## HEX_OPN_UNC 0.132 0.028 4.683 0.000 0.184 0.184
## HEX_ALT 0.396 0.033 11.891 0.000 0.576 0.576
## NFP_PHY -0.337 0.040 -8.368 0.000 -0.298 -0.298
## NFP_PSY -0.139 0.030 -4.636 0.000 -0.159 -0.159
## NFP_SOC -0.398 0.046 -8.722 0.000 -0.326 -0.326
## NFP_COM 0.020 0.023 0.887 0.375 0.029 0.029
## NFP_GOV 0.051 0.035 1.441 0.150 0.046 0.046
## NFP_ANO -0.077 0.036 -2.138 0.033 -0.085 -0.085
## NFP_INF -0.022 0.029 -0.762 0.446 -0.026 -0.026
## NFP_GEN 0.042 0.032 1.337 0.181 0.042 0.042
## HEX_AGR_FLX ~~
## HEX_AGR_PAT 0.633 0.050 12.716 0.000 0.653 0.653
## HEX_CNS_ORG 0.275 0.035 7.949 0.000 0.313 0.313
## HEX_CNS_DIL 0.240 0.029 8.362 0.000 0.357 0.357
## HEX_CNS_PER 0.106 0.021 4.958 0.000 0.201 0.201
## HEX_CNS_PRU 0.303 0.035 8.620 0.000 0.372 0.372
## HEX_OPN_AES 0.305 0.045 6.750 0.000 0.263 0.263
## HEX_OPN_INQ 0.213 0.040 5.381 0.000 0.196 0.196
## HEX_OPN_CRE 0.160 0.029 5.451 0.000 0.201 0.201
## HEX_OPN_UNC 0.123 0.027 4.475 0.000 0.187 0.187
## HEX_ALT 0.304 0.031 9.763 0.000 0.481 0.481
## NFP_PHY -0.458 0.044 -10.397 0.000 -0.441 -0.441
## NFP_PSY -0.265 0.033 -8.123 0.000 -0.331 -0.331
## NFP_SOC -0.524 0.050 -10.485 0.000 -0.467 -0.467
## NFP_COM -0.040 0.022 -1.788 0.074 -0.063 -0.063
## NFP_GOV -0.118 0.035 -3.405 0.001 -0.116 -0.116
## NFP_ANO -0.230 0.038 -6.080 0.000 -0.278 -0.278
## NFP_INF -0.102 0.029 -3.580 0.000 -0.132 -0.132
## NFP_GEN -0.006 0.031 -0.189 0.850 -0.006 -0.006
## HEX_AGR_PAT ~~
## HEX_CNS_ORG 0.184 0.034 5.334 0.000 0.169 0.169
## HEX_CNS_DIL 0.199 0.029 6.947 0.000 0.239 0.239
## HEX_CNS_PER 0.110 0.023 4.710 0.000 0.168 0.168
## HEX_CNS_PRU 0.418 0.039 10.819 0.000 0.416 0.416
## HEX_OPN_AES 0.277 0.048 5.779 0.000 0.193 0.193
## HEX_OPN_INQ 0.279 0.044 6.383 0.000 0.207 0.207
## HEX_OPN_CRE 0.151 0.032 4.779 0.000 0.154 0.154
## HEX_OPN_UNC 0.127 0.030 4.220 0.000 0.156 0.156
## HEX_ALT 0.319 0.032 10.073 0.000 0.408 0.408
## NFP_PHY -0.385 0.043 -8.981 0.000 -0.300 -0.300
## NFP_PSY -0.116 0.032 -3.633 0.000 -0.117 -0.117
## NFP_SOC -0.444 0.048 -9.183 0.000 -0.320 -0.320
## NFP_COM 0.008 0.025 0.333 0.739 0.010 0.010
## NFP_GOV 0.023 0.038 0.599 0.549 0.018 0.018
## NFP_ANO -0.128 0.039 -3.269 0.001 -0.125 -0.125
## NFP_INF -0.034 0.031 -1.092 0.275 -0.036 -0.036
## NFP_GEN 0.033 0.034 0.966 0.334 0.029 0.029
## HEX_CNS_ORG ~~
## HEX_CNS_DIL 0.531 0.040 13.147 0.000 0.703 0.703
## HEX_CNS_PER 0.342 0.032 10.714 0.000 0.577 0.577
## HEX_CNS_PRU 0.675 0.047 14.297 0.000 0.740 0.740
## HEX_OPN_AES 0.130 0.043 3.037 0.002 0.100 0.100
## HEX_OPN_INQ 0.149 0.039 3.843 0.000 0.122 0.122
## HEX_OPN_CRE 0.027 0.028 0.968 0.333 0.030 0.030
## HEX_OPN_UNC -0.045 0.026 -1.712 0.087 -0.061 -0.061
## HEX_ALT 0.198 0.028 7.162 0.000 0.279 0.279
## NFP_PHY -0.150 0.037 -4.061 0.000 -0.129 -0.129
## NFP_PSY -0.166 0.030 -5.555 0.000 -0.185 -0.185
## NFP_SOC -0.406 0.045 -8.977 0.000 -0.323 -0.323
## NFP_COM 0.052 0.023 2.310 0.021 0.073 0.073
## NFP_GOV -0.022 0.035 -0.643 0.520 -0.019 -0.019
## NFP_ANO -0.173 0.037 -4.734 0.000 -0.186 -0.186
## NFP_INF 0.071 0.029 2.494 0.013 0.082 0.082
## NFP_GEN 0.114 0.031 3.623 0.000 0.110 0.110
## HEX_CNS_DIL ~~
## HEX_CNS_PER 0.323 0.029 11.124 0.000 0.711 0.711
## HEX_CNS_PRU 0.533 0.039 13.770 0.000 0.762 0.762
## HEX_OPN_AES 0.242 0.036 6.677 0.000 0.242 0.242
## HEX_OPN_INQ 0.284 0.034 8.301 0.000 0.304 0.304
## HEX_OPN_CRE 0.144 0.024 6.017 0.000 0.212 0.212
## HEX_OPN_UNC 0.068 0.022 3.168 0.002 0.121 0.121
## HEX_ALT 0.244 0.025 9.936 0.000 0.450 0.450
## NFP_PHY -0.215 0.031 -6.897 0.000 -0.240 -0.240
## NFP_PSY -0.214 0.026 -8.221 0.000 -0.310 -0.310
## NFP_SOC -0.453 0.040 -11.257 0.000 -0.470 -0.470
## NFP_COM 0.065 0.019 3.526 0.000 0.120 0.120
## NFP_GOV 0.005 0.028 0.184 0.854 0.006 0.006
## NFP_ANO -0.168 0.030 -5.595 0.000 -0.236 -0.236
## NFP_INF 0.039 0.023 1.710 0.087 0.059 0.059
## NFP_GEN 0.081 0.025 3.218 0.001 0.102 0.102
## HEX_CNS_PER ~~
## HEX_CNS_PRU 0.366 0.032 11.320 0.000 0.667 0.667
## HEX_OPN_AES 0.244 0.032 7.522 0.000 0.311 0.311
## HEX_OPN_INQ 0.198 0.029 6.916 0.000 0.270 0.270
## HEX_OPN_CRE 0.156 0.022 7.148 0.000 0.291 0.291
## HEX_OPN_UNC 0.110 0.020 5.610 0.000 0.249 0.249
## HEX_ALT 0.204 0.022 9.283 0.000 0.479 0.479
## NFP_PHY 0.046 0.024 1.871 0.061 0.065 0.065
## NFP_PSY -0.052 0.019 -2.680 0.007 -0.096 -0.096
## NFP_SOC -0.097 0.028 -3.494 0.000 -0.128 -0.128
## NFP_COM 0.078 0.016 4.832 0.000 0.182 0.182
## NFP_GOV 0.068 0.023 2.896 0.004 0.099 0.099
## NFP_ANO -0.051 0.024 -2.167 0.030 -0.092 -0.092
## NFP_INF 0.153 0.022 7.051 0.000 0.292 0.292
## NFP_GEN 0.183 0.024 7.628 0.000 0.292 0.292
## HEX_CNS_PRU ~~
## HEX_OPN_AES 0.221 0.044 5.047 0.000 0.183 0.183
## HEX_OPN_INQ 0.260 0.040 6.460 0.000 0.230 0.230
## HEX_OPN_CRE 0.067 0.028 2.396 0.017 0.082 0.082
## HEX_OPN_UNC 0.038 0.027 1.416 0.157 0.055 0.055
## HEX_ALT 0.244 0.028 8.644 0.000 0.373 0.373
## NFP_PHY -0.091 0.037 -2.475 0.013 -0.085 -0.085
## NFP_PSY -0.119 0.029 -4.039 0.000 -0.143 -0.143
## NFP_SOC -0.292 0.043 -6.791 0.000 -0.250 -0.250
## NFP_COM 0.066 0.023 2.859 0.004 0.100 0.100
## NFP_GOV -0.010 0.035 -0.282 0.778 -0.009 -0.009
## NFP_ANO -0.200 0.037 -5.379 0.000 -0.233 -0.233
## NFP_INF 0.130 0.029 4.424 0.000 0.161 0.161
## NFP_GEN 0.117 0.032 3.678 0.000 0.121 0.121
## HEX_OPN_AES ~~
## HEX_OPN_INQ 1.058 0.069 15.352 0.000 0.656 0.656
## HEX_OPN_CRE 0.920 0.062 14.772 0.000 0.783 0.783
## HEX_OPN_UNC 0.759 0.059 12.874 0.000 0.781 0.781
## HEX_ALT 0.409 0.040 10.258 0.000 0.438 0.438
## NFP_PHY -0.182 0.052 -3.520 0.000 -0.118 -0.118
## NFP_PSY -0.162 0.041 -3.963 0.000 -0.136 -0.136
## NFP_SOC -0.206 0.058 -3.567 0.000 -0.124 -0.124
## NFP_COM 0.107 0.032 3.312 0.001 0.113 0.113
## NFP_GOV 0.036 0.049 0.749 0.454 0.024 0.024
## NFP_ANO -0.016 0.049 -0.315 0.753 -0.013 -0.013
## NFP_INF 0.079 0.040 1.975 0.048 0.069 0.069
## NFP_GEN 0.182 0.044 4.123 0.000 0.133 0.133
## HEX_OPN_INQ ~~
## HEX_OPN_CRE 0.523 0.045 11.518 0.000 0.474 0.474
## HEX_OPN_UNC 0.612 0.051 12.044 0.000 0.670 0.670
## HEX_ALT 0.202 0.034 6.005 0.000 0.231 0.231
## NFP_PHY -0.283 0.047 -5.968 0.000 -0.196 -0.196
## NFP_PSY -0.109 0.037 -2.989 0.003 -0.098 -0.098
## NFP_SOC -0.236 0.052 -4.499 0.000 -0.151 -0.151
## NFP_COM 0.134 0.030 4.539 0.000 0.152 0.152
## NFP_GOV 0.095 0.044 2.166 0.030 0.067 0.067
## NFP_ANO 0.111 0.045 2.468 0.014 0.096 0.096
## NFP_INF 0.030 0.036 0.822 0.411 0.027 0.027
## NFP_GEN 0.132 0.040 3.319 0.001 0.102 0.102
## HEX_OPN_CRE ~~
## HEX_OPN_UNC 0.448 0.040 11.214 0.000 0.674 0.674
## HEX_ALT 0.243 0.027 8.932 0.000 0.380 0.380
## NFP_PHY -0.119 0.034 -3.496 0.000 -0.113 -0.113
## NFP_PSY -0.147 0.028 -5.316 0.000 -0.181 -0.181
## NFP_SOC -0.210 0.039 -5.391 0.000 -0.185 -0.185
## NFP_COM 0.079 0.021 3.720 0.000 0.123 0.123
## NFP_GOV 0.089 0.032 2.769 0.006 0.086 0.086
## NFP_ANO 0.055 0.032 1.706 0.088 0.066 0.066
## NFP_INF 0.058 0.026 2.194 0.028 0.073 0.073
## NFP_GEN 0.141 0.029 4.772 0.000 0.150 0.150
## HEX_OPN_UNC ~~
## HEX_ALT 0.150 0.024 6.159 0.000 0.283 0.283
## NFP_PHY -0.049 0.032 -1.529 0.126 -0.056 -0.056
## NFP_PSY -0.110 0.026 -4.233 0.000 -0.163 -0.163
## NFP_SOC -0.015 0.036 -0.424 0.672 -0.016 -0.016
## NFP_COM 0.034 0.020 1.722 0.085 0.064 0.064
## NFP_GOV 0.058 0.030 1.900 0.057 0.068 0.068
## NFP_ANO 0.058 0.031 1.861 0.063 0.083 0.083
## NFP_INF 0.030 0.025 1.194 0.232 0.046 0.046
## NFP_GEN 0.070 0.027 2.559 0.011 0.091 0.091
## HEX_ALT ~~
## NFP_PHY -0.149 0.032 -4.713 0.000 -0.178 -0.178
## NFP_PSY -0.277 0.028 -9.955 0.000 -0.429 -0.429
## NFP_SOC -0.390 0.038 -10.182 0.000 -0.431 -0.431
## NFP_COM 0.010 0.019 0.535 0.592 0.020 0.020
## NFP_GOV -0.108 0.030 -3.620 0.000 -0.131 -0.131
## NFP_ANO -0.247 0.033 -7.534 0.000 -0.371 -0.371
## NFP_INF 0.049 0.024 2.012 0.044 0.078 0.078
## NFP_GEN 0.028 0.026 1.043 0.297 0.037 0.037
## NFP_PHY ~~
## NFP_PSY 0.577 0.043 13.430 0.000 0.543 0.543
## NFP_SOC 1.144 0.064 17.863 0.000 0.769 0.769
## NFP_COM 0.187 0.029 6.394 0.000 0.221 0.221
## NFP_GOV 0.389 0.044 8.772 0.000 0.288 0.288
## NFP_ANO 0.399 0.047 8.488 0.000 0.364 0.364
## NFP_INF 0.540 0.041 13.093 0.000 0.526 0.526
## NFP_GEN 0.436 0.041 10.669 0.000 0.355 0.355
## NFP_PSY ~~
## NFP_SOC 0.831 0.054 15.375 0.000 0.723 0.723
## NFP_COM 0.162 0.024 6.846 0.000 0.249 0.249
## NFP_GOV 0.308 0.036 8.580 0.000 0.295 0.295
## NFP_ANO 0.412 0.041 10.054 0.000 0.487 0.487
## NFP_INF 0.397 0.034 11.794 0.000 0.501 0.501
## NFP_GEN 0.377 0.034 10.994 0.000 0.398 0.398
## NFP_SOC ~~
## NFP_COM 0.098 0.031 3.176 0.001 0.108 0.108
## NFP_GOV 0.230 0.048 4.821 0.000 0.157 0.157
## NFP_ANO 0.480 0.054 8.946 0.000 0.405 0.405
## NFP_INF 0.406 0.042 9.603 0.000 0.366 0.366
## NFP_GEN 0.368 0.044 8.294 0.000 0.277 0.277
## NFP_COM ~~
## NFP_GOV 0.707 0.050 14.168 0.000 0.855 0.855
## NFP_ANO 0.560 0.047 11.998 0.000 0.834 0.834
## NFP_INF 0.538 0.040 13.467 0.000 0.856 0.856
## NFP_GEN 0.601 0.043 14.101 0.000 0.801 0.801
## NFP_GOV ~~
## NFP_ANO 0.858 0.061 13.978 0.000 0.797 0.797
## NFP_INF 0.722 0.047 15.516 0.000 0.716 0.716
## NFP_GEN 0.820 0.049 16.702 0.000 0.681 0.681
## NFP_ANO ~~
## NFP_INF 0.594 0.047 12.575 0.000 0.727 0.727
## NFP_GEN 0.663 0.050 13.143 0.000 0.678 0.678
## NFP_INF ~~
## NFP_GEN 0.800 0.046 17.284 0.000 0.875 0.875
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 1.317 0.086 15.313 0.000 1.317 0.455
## .HEX_HOH_SIN_02 1.904 0.090 21.109 0.000 1.904 0.584
## .HEX_HOH_SIN_03 1.029 0.077 13.390 0.000 1.029 0.394
## .HEX_HOH_SIN_04 2.178 0.094 23.189 0.000 2.178 0.674
## .HEX_HOH_FAI_01 1.164 0.065 18.000 0.000 1.164 0.265
## .HEX_HOH_FAI_02 1.305 0.055 23.717 0.000 1.305 0.455
## .HEX_HOH_FAI_03 1.497 0.062 24.316 0.000 1.497 0.493
## .HEX_HOH_FAI_04 1.071 0.055 19.365 0.000 1.071 0.296
## .HEX_HOH_GRE_01 2.612 0.100 26.244 0.000 2.612 0.828
## .HEX_HOH_GRE_02 1.682 0.088 19.143 0.000 1.682 0.487
## .HEX_HOH_GRE_03 1.157 0.093 12.503 0.000 1.157 0.360
## .HEX_HOH_GRE_04 1.251 0.096 12.992 0.000 1.251 0.374
## .HEX_HOH_MOD_01 1.272 0.052 24.555 0.000 1.272 0.640
## .HEX_HOH_MOD_02 1.777 0.068 25.955 0.000 1.777 0.752
## .HEX_HOH_MOD_03 1.083 0.050 21.673 0.000 1.083 0.493
## .HEX_HOH_MOD_04 0.987 0.054 18.335 0.000 0.987 0.389
## .HEX_EMO_FEA_01 1.680 0.075 22.356 0.000 1.680 0.576
## .HEX_EMO_FEA_02 2.103 0.083 25.346 0.000 2.103 0.742
## .HEX_EMO_FEA_03 1.721 0.077 22.218 0.000 1.721 0.571
## .HEX_EMO_FEA_04 1.929 0.081 23.763 0.000 1.929 0.643
## .HEX_EMO_ANX_01 1.097 0.054 20.422 0.000 1.097 0.370
## .HEX_EMO_ANX_02 1.275 0.060 21.291 0.000 1.275 0.399
## .HEX_EMO_ANX_03 2.299 0.090 25.451 0.000 2.299 0.636
## .HEX_EMO_ANX_04 1.311 0.053 24.518 0.000 1.311 0.560
## .HEX_EMO_DEP_01 1.307 0.061 21.398 0.000 1.307 0.497
## .HEX_EMO_DEP_02 1.625 0.065 24.991 0.000 1.625 0.679
## .HEX_EMO_DEP_03 1.171 0.054 21.689 0.000 1.171 0.475
## .HEX_EMO_DEP_04 1.579 0.070 22.506 0.000 1.579 0.553
## .HEX_EMO_SEN_01 1.532 0.069 22.185 0.000 1.532 0.521
## .HEX_EMO_SEN_02 0.867 0.045 19.235 0.000 0.867 0.441
## .HEX_EMO_SEN_03 1.246 0.052 23.991 0.000 1.246 0.624
## .HEX_EMO_SEN_04 1.722 0.074 23.186 0.000 1.722 0.624
## .HEX_EXT_SSE_01 1.163 0.056 20.863 0.000 1.163 0.449
## .HEX_EXT_SSE_02 0.978 0.037 26.280 0.000 0.978 0.730
## .HEX_EXT_SSE_03 1.667 0.069 24.336 0.000 1.667 0.554
## .HEX_EXT_SSE_04 1.677 0.081 20.696 0.000 1.677 0.442
## .HEX_EXT_BOL_01 1.929 0.078 24.642 0.000 1.929 0.631
## .HEX_EXT_BOL_02 1.319 0.067 19.746 0.000 1.319 0.459
## .HEX_EXT_BOL_03 1.450 0.071 20.550 0.000 1.450 0.489
## .HEX_EXT_BOL_04 2.359 0.092 25.613 0.000 2.359 0.711
## .HEX_EXT_SOC_01 1.946 0.075 26.062 0.000 1.946 0.591
## .HEX_EXT_SOC_02 1.096 0.047 23.512 0.000 1.096 0.395
## .HEX_EXT_SOC_03 1.308 0.055 23.978 0.000 1.308 0.419
## .HEX_EXT_SOC_04 1.323 0.053 24.871 0.000 1.323 0.476
## .HEX_EXT_LIV_01 1.490 0.062 24.113 0.000 1.490 0.490
## .HEX_EXT_LIV_02 0.768 0.042 18.222 0.000 0.768 0.298
## .HEX_EXT_LIV_03 1.682 0.065 25.752 0.000 1.682 0.638
## .HEX_EXT_LIV_04 1.392 0.061 22.815 0.000 1.392 0.487
## .HEX_AGR_FOR_01 0.778 0.046 16.900 0.000 0.778 0.260
## .HEX_AGR_FOR_02 0.835 0.045 18.706 0.000 0.835 0.298
## .HEX_AGR_FOR_03 1.146 0.042 27.207 0.000 1.146 0.843
## .HEX_AGR_FOR_04 1.224 0.054 22.831 0.000 1.224 0.427
## .HEX_AGR_GEN_01 1.905 0.076 25.066 0.000 1.905 0.672
## .HEX_AGR_GEN_02 0.931 0.043 21.803 0.000 0.931 0.493
## .HEX_AGR_GEN_03 1.099 0.050 21.871 0.000 1.099 0.495
## .HEX_AGR_GEN_04 1.251 0.053 23.803 0.000 1.251 0.588
## .HEX_AGR_FLX_01 2.418 0.095 25.504 0.000 2.418 0.755
## .HEX_AGR_FLX_02 1.431 0.057 25.312 0.000 1.431 0.741
## .HEX_AGR_FLX_03 1.386 0.062 22.208 0.000 1.386 0.576
## .HEX_AGR_FLX_04 1.355 0.061 22.349 0.000 1.355 0.582
## .HEX_AGR_PAT_01 1.115 0.055 20.457 0.000 1.115 0.482
## .HEX_AGR_PAT_02 1.541 0.068 22.521 0.000 1.541 0.577
## .HEX_AGR_PAT_03 1.056 0.051 20.636 0.000 1.056 0.470
## .HEX_AGR_PAT_04 1.539 0.070 22.066 0.000 1.539 0.533
## .HEX_CNS_ORG_01 1.785 0.075 23.664 0.000 1.785 0.644
## .HEX_CNS_ORG_02 1.040 0.045 23.233 0.000 1.040 0.577
## .HEX_CNS_ORG_03 1.404 0.067 20.959 0.000 1.404 0.467
## .HEX_CNS_ORG_04 0.979 0.060 16.304 0.000 0.979 0.338
## .HEX_CNS_DIL_01 1.405 0.054 25.849 0.000 1.405 0.708
## .HEX_CNS_DIL_02 1.086 0.044 24.885 0.000 1.086 0.617
## .HEX_CNS_DIL_03 1.116 0.059 19.062 0.000 1.116 0.452
## .HEX_CNS_DIL_04 1.304 0.063 20.811 0.000 1.304 0.516
## .HEX_CNS_PER_01 1.388 0.054 25.926 0.000 1.388 0.795
## .HEX_CNS_PER_02 0.733 0.048 15.202 0.000 0.733 0.491
## .HEX_CNS_PER_03 0.714 0.039 18.105 0.000 0.714 0.578
## .HEX_CNS_PER_04 2.792 0.104 26.822 0.000 2.792 0.880
## .HEX_CNS_PRU_01 1.228 0.052 23.697 0.000 1.228 0.593
## .HEX_CNS_PRU_02 0.910 0.046 19.754 0.000 0.910 0.470
## .HEX_CNS_PRU_03 1.473 0.059 25.049 0.000 1.473 0.724
## .HEX_CNS_PRU_04 1.517 0.060 25.445 0.000 1.517 0.716
## .HEX_OPN_AES_01 1.386 0.069 20.078 0.000 1.386 0.447
## .HEX_OPN_AES_02 2.481 0.104 23.881 0.000 2.481 0.598
## .HEX_OPN_AES_03 2.258 0.093 24.404 0.000 2.258 0.630
## .HEX_OPN_AES_04 1.804 0.068 26.677 0.000 1.804 0.826
## .HEX_OPN_INQ_01 1.360 0.074 18.485 0.000 1.360 0.473
## .HEX_OPN_INQ_02 1.534 0.071 21.688 0.000 1.534 0.568
## .HEX_OPN_INQ_03 1.797 0.083 21.551 0.000 1.797 0.562
## .HEX_OPN_INQ_04 1.998 0.093 21.398 0.000 1.998 0.589
## .HEX_OPN_CRE_01 1.996 0.077 25.764 0.000 1.996 0.713
## .HEX_OPN_CRE_02 1.260 0.062 20.217 0.000 1.260 0.415
## .HEX_OPN_CRE_03 1.346 0.056 23.958 0.000 1.346 0.576
## .HEX_OPN_CRE_04 1.432 0.073 19.514 0.000 1.432 0.394
## .HEX_OPN_UNC_01 1.963 0.081 24.335 0.000 1.963 0.781
## .HEX_OPN_UNC_02 1.314 0.052 25.035 0.000 1.314 0.754
## .HEX_OPN_UNC_03 2.514 0.094 26.656 0.000 2.514 0.877
## .HEX_OPN_UNC_04 1.659 0.096 17.337 0.000 1.659 0.532
## .HEX_ALT_01 0.881 0.037 23.857 0.000 0.881 0.634
## .HEX_ALT_02 1.560 0.059 26.289 0.000 1.560 0.763
## .HEX_ALT_03 1.790 0.069 25.969 0.000 1.790 0.742
## .HEX_ALT_04 1.622 0.065 25.018 0.000 1.622 0.688
## .NFP_PHY_01 0.788 0.042 18.803 0.000 0.788 0.364
## .NFP_PHY_02 1.520 0.061 24.717 0.000 1.520 0.614
## .NFP_PHY_03 1.828 0.076 23.992 0.000 1.828 0.565
## .NFP_PHY_04 1.077 0.045 24.168 0.000 1.077 0.576
## .NFP_PSY_01 1.342 0.054 24.919 0.000 1.342 0.621
## .NFP_PSY_02 1.481 0.060 24.777 0.000 1.481 0.610
## .NFP_PSY_03 1.015 0.054 18.669 0.000 1.015 0.365
## .NFP_PSY_04 1.806 0.069 26.214 0.000 1.806 0.741
## .NFP_SOC_01 1.473 0.062 23.789 0.000 1.473 0.478
## .NFP_SOC_02 1.600 0.062 25.975 0.000 1.600 0.588
## .NFP_SOC_03 1.521 0.067 22.876 0.000 1.521 0.444
## .NFP_SOC_04 1.234 0.046 27.073 0.000 1.234 0.704
## .NFP_COM_01 1.882 0.070 27.000 0.000 1.882 0.785
## .NFP_COM_02 1.698 0.063 26.754 0.000 1.698 0.742
## .NFP_COM_03 1.046 0.044 23.731 0.000 1.046 0.468
## .NFP_COM_04 0.707 0.034 20.523 0.000 0.707 0.355
## .NFP_GOV_01 1.107 0.049 22.692 0.000 1.107 0.455
## .NFP_GOV_02 0.830 0.048 17.240 0.000 0.830 0.341
## .NFP_GOV_03 1.532 0.064 23.888 0.000 1.532 0.526
## .NFP_GOV_04 0.958 0.052 18.524 0.000 0.958 0.383
## .NFP_ANO_01 2.719 0.110 24.771 0.000 2.719 0.757
## .NFP_ANO_02 1.595 0.064 24.876 0.000 1.595 0.738
## .NFP_ANO_03 1.625 0.059 27.327 0.000 1.625 0.910
## .NFP_ANO_04 1.677 0.079 21.334 0.000 1.677 0.636
## .NFP_INF_01 1.227 0.049 25.118 0.000 1.227 0.616
## .NFP_INF_02 0.859 0.035 24.330 0.000 0.859 0.572
## .NFP_INF_03 0.797 0.034 23.561 0.000 0.797 0.529
## .NFP_INF_04 1.076 0.044 24.530 0.000 1.076 0.575
## .NFP_GEN_01 0.861 0.036 23.861 0.000 0.861 0.441
## .NFP_GEN_02 0.396 0.020 19.984 0.000 0.396 0.290
## .NFP_GEN_03 1.543 0.060 25.807 0.000 1.543 0.601
## .NFP_GEN_04 0.426 0.020 21.159 0.000 0.426 0.324
## HEX_HOH_SIN 1.576 0.117 13.465 0.000 1.000 1.000
## HEX_HOH_FAI 3.236 0.160 20.227 0.000 1.000 1.000
## HEX_HOH_GRE 0.541 0.072 7.548 0.000 1.000 1.000
## HEX_HOH_MOD 0.716 0.060 11.926 0.000 1.000 1.000
## HEX_EMO_FEA 1.235 0.096 12.795 0.000 1.000 1.000
## HEX_EMO_ANX 1.867 0.105 17.726 0.000 1.000 1.000
## HEX_EMO_DEP 1.320 0.091 14.567 0.000 1.000 1.000
## HEX_EMO_SEN 1.410 0.099 14.199 0.000 1.000 1.000
## HEX_EXT_SSE 1.429 0.091 15.717 0.000 1.000 1.000
## HEX_EXT_BOL 1.130 0.093 12.192 0.000 1.000 1.000
## HEX_EXT_SOC 1.347 0.099 13.619 0.000 1.000 1.000
## HEX_EXT_LIV 1.549 0.100 15.502 0.000 1.000 1.000
## HEX_AGR_FOR 2.218 0.110 20.154 0.000 1.000 1.000
## HEX_AGR_GEN 0.930 0.082 11.296 0.000 1.000 1.000
## HEX_AGR_FLX 0.783 0.084 9.273 0.000 1.000 1.000
## HEX_AGR_PAT 1.199 0.082 14.691 0.000 1.000 1.000
## HEX_CNS_ORG 0.986 0.086 11.484 0.000 1.000 1.000
## HEX_CNS_DIL 0.579 0.054 10.678 0.000 1.000 1.000
## HEX_CNS_PER 0.357 0.043 8.351 0.000 1.000 1.000
## HEX_CNS_PRU 0.843 0.066 12.821 0.000 1.000 1.000
## HEX_OPN_AES 1.716 0.110 15.537 0.000 1.000 1.000
## HEX_OPN_INQ 1.516 0.106 14.268 0.000 1.000 1.000
## HEX_OPN_CRE 0.804 0.076 10.520 0.000 1.000 1.000
## HEX_OPN_UNC 0.550 0.069 8.012 0.000 1.000 1.000
## HEX_ALT 0.509 0.043 11.822 0.000 1.000 1.000
## NFP_PHY 1.377 0.079 17.503 0.000 1.000 1.000
## NFP_PSY 0.820 0.065 12.536 0.000 1.000 1.000
## NFP_SOC 1.609 0.102 15.726 0.000 1.000 1.000
## NFP_COM 0.516 0.056 9.205 0.000 1.000 1.000
## NFP_GOV 1.326 0.083 16.035 0.000 1.000 1.000
## NFP_ANO 0.874 0.098 8.902 0.000 1.000 1.000
## NFP_INF 0.765 0.060 12.719 0.000 1.000 1.000
## NFP_GEN 1.093 0.066 16.660 0.000 1.000 1.000Fit not good. Let’s use factor scores.
## lavaan 0.6.15 did NOT end normally after 272 iterations
## ** WARNING ** Estimates below are most likely unreliable
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 561
##
## Number of observations 1559
##
##
## Parameter Estimates:
##
## Standard errors Standard
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_ALT =~
## HEX_ALT_FS 1.000 0.712 1.000
## HEX_AGR_FLX =~
## HEX_AGR_FLX_FS 1.000 0.657 1.000
## HEX_AGR_FOR =~
## HEX_AGR_FOR_FS 1.000 1.385 1.000
## HEX_AGR_GEN =~
## HEX_AGR_GEN_FS 1.000 0.746 1.000
## HEX_AGR_PAT =~
## HEX_AGR_PAT_FS 1.000 0.975 1.000
## HEX_CNS_DIL =~
## HEX_CNS_DIL_FS 1.000 0.740 1.000
## HEX_CNS_ORG =~
## HEX_CNS_ORG_FS 1.000 0.880 1.000
## HEX_CNS_PER =~
## HEX_CNS_PER_FS 1.000 0.573 1.000
## HEX_CNS_PRU =~
## HEX_CNS_PRU_FS 1.000 0.990 1.000
## HEX_EMO_ANX =~
## HEX_EMO_ANX_FS 1.000 1.282 1.000
## HEX_EMO_DEP =~
## HEX_EMO_DEP_FS 1.000 1.087 1.000
## HEX_EMO_FEA =~
## HEX_EMO_FEA_FS 1.000 0.960 1.000
## HEX_EMO_SEN =~
## HEX_EMO_SEN_FS 1.000 1.158 1.000
## HEX_EXT_BOL =~
## HEX_EXT_BOL_FS 1.000 0.934 1.000
## HEX_EXT_LIV =~
## HEX_EXT_LIV_FS 1.000 1.131 1.000
## HEX_EXT_SOC =~
## HEX_EXT_SOC_FS 1.000 0.990 1.000
## HEX_EXT_SSE =~
## HEX_EXT_SSE_FS 1.000 1.059 1.000
## HEX_HOH_FAI =~
## HEX_HOH_FAI_FS 1.000 1.688 1.000
## HEX_HOH_GRE =~
## HEX_HOH_GRE_FS 1.000 0.677 1.000
## HEX_HOH_MOD =~
## HEX_HOH_MOD_FS 1.000 0.830 1.000
## HEX_HOH_SIN =~
## HEX_HOH_SIN_FS 1.000 1.083 1.000
## HEX_OPN_AES =~
## HEX_OPN_AES_FS 1.000 1.108 1.000
## HEX_OPN_CRE =~
## HEX_OPN_CRE_FS 1.000 0.792 1.000
## HEX_OPN_INQ =~
## HEX_OPN_INQ_FS 1.000 1.037 1.000
## HEX_OPN_UNC =~
## HEX_OPN_UNC_FS 1.000 0.659 1.000
## NFP_ANO =~
## NFP_ANO_FS 1.000 0.634 1.000
## NFP_COM =~
## NFP_COM_FS 1.000 0.629 1.000
## NFP_GEN =~
## NFP_GEN_FS 1.000 0.955 1.000
## NFP_GOV =~
## NFP_GOV_FS 1.000 1.181 1.000
## NFP_INF =~
## NFP_INF_FS 1.000 0.641 1.000
## NFP_PHY =~
## NFP_PHY_FS 1.000 1.148 1.000
## NFP_PSY =~
## NFP_PSY_FS 1.000 0.812 1.000
## NFP_SOC =~
## NFP_SOC_FS 1.000 0.984 1.000
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_ALT ~~
## HEX_AGR_FLX 0.116 NA 0.249 0.249
## HEX_AGR_FOR 0.235 NA 0.239 0.239
## HEX_AGR_GEN 0.176 NA 0.331 0.331
## HEX_AGR_PAT 0.162 NA 0.233 0.233
## HEX_CNS_DIL 0.137 NA 0.260 0.260
## HEX_CNS_ORG 0.101 NA 0.161 0.161
## HEX_CNS_PER 0.120 NA 0.294 0.294
## HEX_CNS_PRU 0.141 NA 0.200 0.200
## HEX_EMO_ANX 0.115 NA 0.126 0.126
## HEX_EMO_DEP 0.186 NA 0.241 0.241
## HEX_EMO_FEA 0.144 NA 0.211 0.211
## HEX_EMO_SEN 0.451 NA 0.548 0.548
## HEX_EXT_BOL 0.043 NA 0.064 0.064
## HEX_EXT_LIV 0.145 NA 0.180 0.180
## HEX_EXT_SOC 0.133 NA 0.189 0.189
## HEX_EXT_SSE 0.118 NA 0.157 0.157
## HEX_HOH_FAI 0.373 NA 0.310 0.310
## HEX_HOH_GRE 0.049 NA 0.102 0.102
## HEX_HOH_MOD 0.197 NA 0.334 0.334
## HEX_HOH_SIN 0.150 NA 0.194 0.194
## HEX_OPN_AES 0.215 NA 0.272 0.272
## HEX_OPN_CRE 0.137 NA 0.243 0.243
## HEX_OPN_INQ 0.108 NA 0.146 0.146
## HEX_OPN_UNC 0.093 NA 0.199 0.199
## NFP_ANO -0.096 NA -0.212 -0.212
## NFP_COM 0.011 NA 0.025 0.025
## NFP_GEN 0.033 NA 0.049 0.049
## NFP_GOV -0.062 NA -0.073 -0.073
## NFP_INF 0.048 NA 0.105 0.105
## NFP_PHY -0.055 NA -0.067 -0.067
## NFP_PSY -0.142 NA -0.245 -0.245
## NFP_SOC -0.170 NA -0.243 -0.243
## HEX_AGR_FLX ~~
## HEX_AGR_FOR 0.368 NA 0.404 0.404
## HEX_AGR_GEN 0.246 NA 0.502 0.502
## HEX_AGR_PAT 0.307 NA 0.480 0.480
## HEX_CNS_DIL 0.099 NA 0.204 0.204
## HEX_CNS_ORG 0.135 NA 0.234 0.234
## HEX_CNS_PER 0.044 NA 0.116 0.116
## HEX_CNS_PRU 0.138 NA 0.212 0.212
## HEX_EMO_ANX -0.220 NA -0.261 -0.261
## HEX_EMO_DEP -0.031 NA -0.044 -0.044
## HEX_EMO_FEA -0.068 NA -0.108 -0.108
## HEX_EMO_SEN 0.066 NA 0.087 0.087
## HEX_EXT_BOL 0.070 NA 0.114 0.114
## HEX_EXT_LIV 0.234 NA 0.314 0.314
## HEX_EXT_SOC 0.162 NA 0.249 0.249
## HEX_EXT_SSE 0.178 NA 0.256 0.256
## HEX_HOH_FAI 0.314 NA 0.283 0.283
## HEX_HOH_GRE 0.055 NA 0.124 0.124
## HEX_HOH_MOD 0.070 NA 0.128 0.128
## HEX_HOH_SIN 0.161 NA 0.227 0.227
## HEX_OPN_AES 0.135 NA 0.185 0.185
## HEX_OPN_CRE 0.084 NA 0.162 0.162
## HEX_OPN_INQ 0.098 NA 0.143 0.143
## HEX_OPN_UNC 0.050 NA 0.116 0.116
## NFP_ANO -0.070 NA -0.169 -0.169
## NFP_COM -0.020 NA -0.049 -0.049
## NFP_GEN -0.005 NA -0.008 -0.008
## NFP_GOV -0.074 NA -0.095 -0.095
## NFP_INF -0.039 NA -0.093 -0.093
## NFP_PHY -0.242 NA -0.321 -0.321
## NFP_PSY -0.128 NA -0.240 -0.240
## NFP_SOC -0.206 NA -0.318 -0.318
## HEX_AGR_FOR ~~
## HEX_AGR_GEN 0.528 NA 0.511 0.511
## HEX_AGR_PAT 0.604 NA 0.447 0.447
## HEX_CNS_DIL 0.144 NA 0.141 0.141
## HEX_CNS_ORG 0.098 NA 0.080 0.080
## HEX_CNS_PER 0.030 NA 0.037 0.037
## HEX_CNS_PRU 0.083 NA 0.061 0.061
## HEX_EMO_ANX -0.632 NA -0.356 -0.356
## HEX_EMO_DEP 0.041 NA 0.027 0.027
## HEX_EMO_FEA -0.206 NA -0.155 -0.155
## HEX_EMO_SEN 0.212 NA 0.132 0.132
## HEX_EXT_BOL 0.267 NA 0.207 0.207
## HEX_EXT_LIV 0.548 NA 0.350 0.350
## HEX_EXT_SOC 0.488 NA 0.356 0.356
## HEX_EXT_SSE 0.432 NA 0.294 0.294
## HEX_HOH_FAI 0.606 NA 0.259 0.259
## HEX_HOH_GRE 0.060 NA 0.064 0.064
## HEX_HOH_MOD 0.001 NA 0.001 0.001
## HEX_HOH_SIN 0.338 NA 0.226 0.226
## HEX_OPN_AES 0.193 NA 0.126 0.126
## HEX_OPN_CRE 0.125 NA 0.114 0.114
## HEX_OPN_INQ 0.200 NA 0.139 0.139
## HEX_OPN_UNC 0.046 NA 0.051 0.051
## NFP_ANO -0.041 NA -0.047 -0.047
## NFP_COM 0.024 NA 0.028 0.028
## NFP_GEN -0.022 NA -0.016 -0.016
## NFP_GOV 0.016 NA 0.010 0.010
## NFP_INF -0.077 NA -0.087 -0.087
## NFP_PHY -0.537 NA -0.338 -0.338
## NFP_PSY -0.204 NA -0.181 -0.181
## NFP_SOC -0.447 NA -0.328 -0.328
## HEX_AGR_GEN ~~
## HEX_AGR_PAT 0.356 NA 0.489 0.489
## HEX_CNS_DIL 0.094 NA 0.170 0.170
## HEX_CNS_ORG 0.064 NA 0.098 0.098
## HEX_CNS_PER 0.048 NA 0.112 0.112
## HEX_CNS_PRU 0.068 NA 0.093 0.093
## HEX_EMO_ANX -0.227 NA -0.237 -0.237
## HEX_EMO_DEP -0.039 NA -0.048 -0.048
## HEX_EMO_FEA -0.049 NA -0.068 -0.068
## HEX_EMO_SEN 0.165 NA 0.191 0.191
## HEX_EXT_BOL 0.062 NA 0.089 0.089
## HEX_EXT_LIV 0.240 NA 0.284 0.284
## HEX_EXT_SOC 0.197 NA 0.267 0.267
## HEX_EXT_SSE 0.168 NA 0.213 0.213
## HEX_HOH_FAI 0.274 NA 0.218 0.218
## HEX_HOH_GRE 0.048 NA 0.094 0.094
## HEX_HOH_MOD 0.087 NA 0.140 0.140
## HEX_HOH_SIN 0.185 NA 0.229 0.229
## HEX_OPN_AES 0.132 NA 0.160 0.160
## HEX_OPN_CRE 0.074 NA 0.126 0.126
## HEX_OPN_INQ 0.120 NA 0.155 0.155
## HEX_OPN_UNC 0.072 NA 0.146 0.146
## NFP_ANO -0.020 NA -0.042 -0.042
## NFP_COM 0.014 NA 0.029 0.029
## NFP_GEN 0.030 NA 0.042 0.042
## NFP_GOV 0.040 NA 0.046 0.046
## NFP_INF -0.005 NA -0.010 -0.010
## NFP_PHY -0.197 NA -0.231 -0.231
## NFP_PSY -0.067 NA -0.110 -0.110
## NFP_SOC -0.168 NA -0.229 -0.229
## HEX_AGR_PAT ~~
## HEX_CNS_DIL 0.118 NA 0.163 0.163
## HEX_CNS_ORG 0.116 NA 0.135 0.135
## HEX_CNS_PER 0.069 NA 0.123 0.123
## HEX_CNS_PRU 0.262 NA 0.272 0.272
## HEX_EMO_ANX -0.392 NA -0.313 -0.313
## HEX_EMO_DEP -0.141 NA -0.133 -0.133
## HEX_EMO_FEA -0.132 NA -0.141 -0.141
## HEX_EMO_SEN 0.009 NA 0.008 0.008
## HEX_EXT_BOL 0.094 NA 0.103 0.103
## HEX_EXT_LIV 0.338 NA 0.306 0.306
## HEX_EXT_SOC 0.165 NA 0.171 0.171
## HEX_EXT_SSE 0.279 NA 0.270 0.270
## HEX_HOH_FAI 0.377 NA 0.229 0.229
## HEX_HOH_GRE 0.080 NA 0.121 0.121
## HEX_HOH_MOD 0.058 NA 0.071 0.071
## HEX_HOH_SIN 0.200 NA 0.190 0.190
## HEX_OPN_AES 0.162 NA 0.150 0.150
## HEX_OPN_CRE 0.091 NA 0.118 0.118
## HEX_OPN_INQ 0.164 NA 0.162 0.162
## HEX_OPN_UNC 0.069 NA 0.107 0.107
## NFP_ANO -0.054 NA -0.087 -0.087
## NFP_COM 0.007 NA 0.012 0.012
## NFP_GEN 0.035 NA 0.037 0.037
## NFP_GOV 0.027 NA 0.024 0.024
## NFP_INF -0.004 NA -0.007 -0.007
## NFP_PHY -0.247 NA -0.221 -0.221
## NFP_PSY -0.062 NA -0.078 -0.078
## NFP_SOC -0.218 NA -0.228 -0.228
## HEX_CNS_DIL ~~
## HEX_CNS_ORG 0.321 NA 0.492 0.492
## HEX_CNS_PER 0.216 NA 0.510 0.510
## HEX_CNS_PRU 0.346 NA 0.472 0.472
## HEX_EMO_ANX -0.172 NA -0.181 -0.181
## HEX_EMO_DEP 0.021 NA 0.026 0.026
## HEX_EMO_FEA -0.068 NA -0.096 -0.096
## HEX_EMO_SEN 0.143 NA 0.167 0.167
## HEX_EXT_BOL 0.250 NA 0.362 0.362
## HEX_EXT_LIV 0.385 NA 0.459 0.459
## HEX_EXT_SOC 0.184 NA 0.252 0.252
## HEX_EXT_SSE 0.381 NA 0.486 0.486
## HEX_HOH_FAI 0.460 NA 0.368 0.368
## HEX_HOH_GRE -0.022 NA -0.043 -0.043
## HEX_HOH_MOD -0.011 NA -0.018 -0.018
## HEX_HOH_SIN 0.126 NA 0.157 0.157
## HEX_OPN_AES 0.148 NA 0.180 0.180
## HEX_OPN_CRE 0.121 NA 0.206 0.206
## HEX_OPN_INQ 0.185 NA 0.241 0.241
## HEX_OPN_UNC 0.040 NA 0.082 0.082
## NFP_ANO -0.056 NA -0.119 -0.119
## NFP_COM 0.054 NA 0.117 0.117
## NFP_GEN 0.092 NA 0.130 0.130
## NFP_GOV 0.021 NA 0.024 0.024
## NFP_INF 0.041 NA 0.087 0.087
## NFP_PHY -0.128 NA -0.151 -0.151
## NFP_PSY -0.122 NA -0.203 -0.203
## NFP_SOC -0.229 NA -0.314 -0.314
## HEX_CNS_ORG ~~
## HEX_CNS_PER 0.202 NA 0.400 0.400
## HEX_CNS_PRU 0.455 NA 0.522 0.522
## HEX_EMO_ANX -0.209 NA -0.185 -0.185
## HEX_EMO_DEP -0.051 NA -0.053 -0.053
## HEX_EMO_FEA -0.016 NA -0.019 -0.019
## HEX_EMO_SEN 0.058 NA 0.057 0.057
## HEX_EXT_BOL 0.142 NA 0.172 0.172
## HEX_EXT_LIV 0.373 NA 0.375 0.375
## HEX_EXT_SOC 0.089 NA 0.102 0.102
## HEX_EXT_SSE 0.376 NA 0.403 0.403
## HEX_HOH_FAI 0.466 NA 0.314 0.314
## HEX_HOH_GRE 0.003 NA 0.005 0.005
## HEX_HOH_MOD 0.033 NA 0.045 0.045
## HEX_HOH_SIN 0.174 NA 0.183 0.183
## HEX_OPN_AES 0.074 NA 0.076 0.076
## HEX_OPN_CRE 0.019 NA 0.028 0.028
## HEX_OPN_INQ 0.083 NA 0.091 0.091
## HEX_OPN_UNC -0.037 NA -0.064 -0.064
## NFP_ANO -0.083 NA -0.149 -0.149
## NFP_COM 0.030 NA 0.055 0.055
## NFP_GEN 0.077 NA 0.091 0.091
## NFP_GOV -0.022 NA -0.022 -0.022
## NFP_INF 0.038 NA 0.068 0.068
## NFP_PHY -0.099 NA -0.098 -0.098
## NFP_PSY -0.101 NA -0.142 -0.142
## NFP_SOC -0.212 NA -0.245 -0.245
## HEX_CNS_PER ~~
## HEX_CNS_PRU 0.231 NA 0.408 0.408
## HEX_EMO_ANX 0.048 NA 0.065 0.065
## HEX_EMO_DEP 0.013 NA 0.020 0.020
## HEX_EMO_FEA 0.047 NA 0.086 0.086
## HEX_EMO_SEN 0.162 NA 0.245 0.245
## HEX_EXT_BOL 0.034 NA 0.063 0.063
## HEX_EXT_LIV 0.096 NA 0.148 0.148
## HEX_EXT_SOC 0.019 NA 0.034 0.034
## HEX_EXT_SSE 0.114 NA 0.187 0.187
## HEX_HOH_FAI 0.285 NA 0.294 0.294
## HEX_HOH_GRE 0.003 NA 0.008 0.008
## HEX_HOH_MOD 0.032 NA 0.068 0.068
## HEX_HOH_SIN 0.114 NA 0.183 0.183
## HEX_OPN_AES 0.129 NA 0.204 0.204
## HEX_OPN_CRE 0.092 NA 0.203 0.203
## HEX_OPN_INQ 0.108 NA 0.181 0.181
## HEX_OPN_UNC 0.053 NA 0.141 0.141
## NFP_ANO -0.022 NA -0.060 -0.060
## NFP_COM 0.050 NA 0.138 0.138
## NFP_GEN 0.132 NA 0.241 0.241
## NFP_GOV 0.055 NA 0.082 0.082
## NFP_INF 0.080 NA 0.217 0.217
## NFP_PHY 0.042 NA 0.063 0.063
## NFP_PSY -0.022 NA -0.046 -0.046
## NFP_SOC -0.041 NA -0.073 -0.073
## HEX_CNS_PRU ~~
## HEX_EMO_ANX -0.173 NA -0.136 -0.136
## HEX_EMO_DEP -0.170 NA -0.158 -0.158
## HEX_EMO_FEA -0.012 NA -0.013 -0.013
## HEX_EMO_SEN 0.017 NA 0.015 0.015
## HEX_EXT_BOL 0.070 NA 0.076 0.076
## HEX_EXT_LIV 0.256 NA 0.228 0.228
## HEX_EXT_SOC -0.081 NA -0.083 -0.083
## HEX_EXT_SSE 0.328 NA 0.313 0.313
## HEX_HOH_FAI 0.512 NA 0.306 0.306
## HEX_HOH_GRE 0.055 NA 0.082 0.082
## HEX_HOH_MOD 0.144 NA 0.175 0.175
## HEX_HOH_SIN 0.261 NA 0.244 0.244
## HEX_OPN_AES 0.132 NA 0.121 0.121
## HEX_OPN_CRE 0.038 NA 0.049 0.049
## HEX_OPN_INQ 0.169 NA 0.165 0.165
## HEX_OPN_UNC 0.013 NA 0.020 0.020
## NFP_ANO -0.099 NA -0.158 -0.158
## NFP_COM 0.037 NA 0.060 0.060
## NFP_GEN 0.071 NA 0.075 0.075
## NFP_GOV -0.016 NA -0.013 -0.013
## NFP_INF 0.078 NA 0.123 0.123
## NFP_PHY -0.039 NA -0.035 -0.035
## NFP_PSY -0.064 NA -0.079 -0.079
## NFP_SOC -0.133 NA -0.136 -0.136
## HEX_EMO_ANX ~~
## HEX_EMO_DEP 0.402 NA 0.289 0.289
## HEX_EMO_FEA 0.585 NA 0.475 0.475
## HEX_EMO_SEN 0.428 NA 0.288 0.288
## HEX_EXT_BOL -0.418 NA -0.349 -0.349
## HEX_EXT_LIV -0.690 NA -0.476 -0.476
## HEX_EXT_SOC -0.360 NA -0.283 -0.283
## HEX_EXT_SSE -0.631 NA -0.465 -0.465
## HEX_HOH_FAI -0.317 NA -0.147 -0.147
## HEX_HOH_GRE -0.018 NA -0.020 -0.020
## HEX_HOH_MOD 0.163 NA 0.153 0.153
## HEX_HOH_SIN -0.171 NA -0.123 -0.123
## HEX_OPN_AES -0.045 NA -0.032 -0.032
## HEX_OPN_CRE -0.072 NA -0.071 -0.071
## HEX_OPN_INQ -0.217 NA -0.163 -0.163
## HEX_OPN_UNC 0.004 NA 0.005 0.005
## NFP_ANO -0.042 NA -0.052 -0.052
## NFP_COM -0.043 NA -0.053 -0.053
## NFP_GEN -0.011 NA -0.009 -0.009
## NFP_GOV -0.089 NA -0.059 -0.059
## NFP_INF 0.074 NA 0.090 0.090
## NFP_PHY 0.538 NA 0.366 0.366
## NFP_PSY 0.102 NA 0.098 0.098
## NFP_SOC 0.398 NA 0.315 0.315
## HEX_EMO_DEP ~~
## HEX_EMO_FEA 0.354 NA 0.339 0.339
## HEX_EMO_SEN 0.552 NA 0.439 0.439
## HEX_EXT_BOL 0.094 NA 0.093 0.093
## HEX_EXT_LIV 0.074 NA 0.060 0.060
## HEX_EXT_SOC 0.362 NA 0.336 0.336
## HEX_EXT_SSE 0.045 NA 0.039 0.039
## HEX_HOH_FAI 0.065 NA 0.035 0.035
## HEX_HOH_GRE -0.080 NA -0.109 -0.109
## HEX_HOH_MOD -0.043 NA -0.048 -0.048
## HEX_HOH_SIN -0.170 NA -0.145 -0.145
## HEX_OPN_AES -0.005 NA -0.004 -0.004
## HEX_OPN_CRE 0.028 NA 0.032 0.032
## HEX_OPN_INQ -0.102 NA -0.090 -0.090
## HEX_OPN_UNC -0.026 NA -0.036 -0.036
## NFP_ANO -0.060 NA -0.087 -0.087
## NFP_COM -0.049 NA -0.071 -0.071
## NFP_GEN -0.150 NA -0.144 -0.144
## NFP_GOV -0.160 NA -0.125 -0.125
## NFP_INF -0.082 NA -0.117 -0.117
## NFP_PHY -0.102 NA -0.082 -0.082
## NFP_PSY -0.405 NA -0.459 -0.459
## NFP_SOC -0.288 NA -0.269 -0.269
## HEX_EMO_FEA ~~
## HEX_EMO_SEN 0.400 NA 0.360 0.360
## HEX_EXT_BOL -0.233 NA -0.260 -0.260
## HEX_EXT_LIV -0.202 NA -0.186 -0.186
## HEX_EXT_SOC -0.107 NA -0.112 -0.112
## HEX_EXT_SSE -0.172 NA -0.169 -0.169
## HEX_HOH_FAI 0.143 NA 0.088 0.088
## HEX_HOH_GRE -0.035 NA -0.054 -0.054
## HEX_HOH_MOD 0.096 NA 0.120 0.120
## HEX_HOH_SIN -0.033 NA -0.031 -0.031
## HEX_OPN_AES -0.036 NA -0.034 -0.034
## HEX_OPN_CRE -0.049 NA -0.065 -0.065
## HEX_OPN_INQ -0.233 NA -0.234 -0.234
## HEX_OPN_UNC -0.078 NA -0.123 -0.123
## NFP_ANO -0.026 NA -0.043 -0.043
## NFP_COM -0.012 NA -0.020 -0.020
## NFP_GEN 0.073 NA 0.080 0.080
## NFP_GOV -0.104 NA -0.092 -0.092
## NFP_INF 0.075 NA 0.121 0.121
## NFP_PHY 0.289 NA 0.263 0.263
## NFP_PSY 0.027 NA 0.034 0.034
## NFP_SOC 0.115 NA 0.122 0.122
## HEX_EMO_SEN ~~
## HEX_EXT_BOL 0.058 NA 0.053 0.053
## HEX_EXT_LIV 0.146 NA 0.111 0.111
## HEX_EXT_SOC 0.255 NA 0.222 0.222
## HEX_EXT_SSE 0.078 NA 0.063 0.063
## HEX_HOH_FAI 0.408 NA 0.209 0.209
## HEX_HOH_GRE -0.011 NA -0.014 -0.014
## HEX_HOH_MOD 0.151 NA 0.157 0.157
## HEX_HOH_SIN 0.051 NA 0.041 0.041
## HEX_OPN_AES 0.252 NA 0.197 0.197
## HEX_OPN_CRE 0.166 NA 0.181 0.181
## HEX_OPN_INQ 0.043 NA 0.036 0.036
## HEX_OPN_UNC 0.074 NA 0.097 0.097
## NFP_ANO -0.097 NA -0.132 -0.132
## NFP_COM 0.020 NA 0.028 0.028
## NFP_GEN 0.029 NA 0.026 0.026
## NFP_GOV -0.117 NA -0.086 -0.086
## NFP_INF 0.039 NA 0.053 0.053
## NFP_PHY -0.023 NA -0.017 -0.017
## NFP_PSY -0.242 NA -0.258 -0.258
## NFP_SOC -0.202 NA -0.178 -0.178
## HEX_EXT_BOL ~~
## HEX_EXT_LIV 0.501 NA 0.474 0.474
## HEX_EXT_SOC 0.536 NA 0.579 0.579
## HEX_EXT_SSE 0.456 NA 0.461 0.461
## HEX_HOH_FAI 0.195 NA 0.123 0.123
## HEX_HOH_GRE -0.097 NA -0.154 -0.154
## HEX_HOH_MOD -0.227 NA -0.293 -0.293
## HEX_HOH_SIN -0.074 NA -0.073 -0.073
## HEX_OPN_AES 0.176 NA 0.170 0.170
## HEX_OPN_CRE 0.193 NA 0.261 0.261
## HEX_OPN_INQ 0.230 NA 0.238 0.238
## HEX_OPN_UNC 0.083 NA 0.135 0.135
## NFP_ANO -0.036 NA -0.061 -0.061
## NFP_COM 0.008 NA 0.014 0.014
## NFP_GEN -0.052 NA -0.058 -0.058
## NFP_GOV -0.018 NA -0.016 -0.016
## NFP_INF -0.087 NA -0.145 -0.145
## NFP_PHY -0.411 NA -0.383 -0.383
## NFP_PSY -0.260 NA -0.342 -0.342
## NFP_SOC -0.496 NA -0.540 -0.540
## HEX_EXT_LIV ~~
## HEX_EXT_SOC 0.572 NA 0.511 0.511
## HEX_EXT_SSE 0.863 NA 0.721 0.721
## HEX_HOH_FAI 0.622 NA 0.326 0.326
## HEX_HOH_GRE -0.052 NA -0.068 -0.068
## HEX_HOH_MOD -0.114 NA -0.121 -0.121
## HEX_HOH_SIN 0.117 NA 0.095 0.095
## HEX_OPN_AES 0.114 NA 0.091 0.091
## HEX_OPN_CRE 0.137 NA 0.153 0.153
## HEX_OPN_INQ 0.169 NA 0.144 0.144
## HEX_OPN_UNC -0.009 NA -0.012 -0.012
## NFP_ANO -0.136 NA -0.190 -0.190
## NFP_COM -0.029 NA -0.041 -0.041
## NFP_GEN -0.071 NA -0.066 -0.066
## NFP_GOV -0.113 NA -0.085 -0.085
## NFP_INF -0.100 NA -0.138 -0.138
## NFP_PHY -0.517 NA -0.399 -0.399
## NFP_PSY -0.332 NA -0.362 -0.362
## NFP_SOC -0.662 NA -0.595 -0.595
## HEX_EXT_SOC ~~
## HEX_EXT_SSE 0.420 NA 0.401 0.401
## HEX_HOH_FAI 0.186 NA 0.111 0.111
## HEX_HOH_GRE -0.153 NA -0.229 -0.229
## HEX_HOH_MOD -0.211 NA -0.257 -0.257
## HEX_HOH_SIN -0.118 NA -0.110 -0.110
## HEX_OPN_AES 0.124 NA 0.113 0.113
## HEX_OPN_CRE 0.138 NA 0.175 0.175
## HEX_OPN_INQ 0.130 NA 0.126 0.126
## HEX_OPN_UNC 0.038 NA 0.058 0.058
## NFP_ANO -0.048 NA -0.077 -0.077
## NFP_COM -0.003 NA -0.004 -0.004
## NFP_GEN -0.123 NA -0.130 -0.130
## NFP_GOV -0.070 NA -0.060 -0.060
## NFP_INF -0.129 NA -0.204 -0.204
## NFP_PHY -0.587 NA -0.517 -0.517
## NFP_PSY -0.326 NA -0.405 -0.405
## NFP_SOC -0.711 NA -0.730 -0.730
## HEX_EXT_SSE ~~
## HEX_HOH_FAI 0.554 NA 0.310 0.310
## HEX_HOH_GRE -0.017 NA -0.023 -0.023
## HEX_HOH_MOD -0.125 NA -0.142 -0.142
## HEX_HOH_SIN 0.119 NA 0.104 0.104
## HEX_OPN_AES 0.100 NA 0.086 0.086
## HEX_OPN_CRE 0.121 NA 0.144 0.144
## HEX_OPN_INQ 0.172 NA 0.157 0.157
## HEX_OPN_UNC -0.002 NA -0.003 -0.003
## NFP_ANO -0.128 NA -0.191 -0.191
## NFP_COM -0.010 NA -0.015 -0.015
## NFP_GEN -0.019 NA -0.019 -0.019
## NFP_GOV -0.085 NA -0.068 -0.068
## NFP_INF -0.057 NA -0.084 -0.084
## NFP_PHY -0.439 NA -0.361 -0.361
## NFP_PSY -0.296 NA -0.344 -0.344
## NFP_SOC -0.549 NA -0.527 -0.527
## HEX_HOH_FAI ~~
## HEX_HOH_GRE 0.264 NA 0.231 0.231
## HEX_HOH_MOD 0.257 NA 0.184 0.184
## HEX_HOH_SIN 0.727 NA 0.398 0.398
## HEX_OPN_AES 0.223 NA 0.119 0.119
## HEX_OPN_CRE 0.141 NA 0.105 0.105
## HEX_OPN_INQ 0.210 NA 0.120 0.120
## HEX_OPN_UNC -0.074 NA -0.067 -0.067
## NFP_ANO -0.180 NA -0.168 -0.168
## NFP_COM 0.101 NA 0.095 0.095
## NFP_GEN 0.198 NA 0.123 0.123
## NFP_GOV -0.102 NA -0.051 -0.051
## NFP_INF 0.075 NA 0.070 0.070
## NFP_PHY -0.318 NA -0.164 -0.164
## NFP_PSY -0.259 NA -0.189 -0.189
## NFP_SOC -0.407 NA -0.245 -0.245
## HEX_HOH_GRE ~~
## HEX_HOH_MOD 0.244 NA 0.434 0.434
## HEX_HOH_SIN 0.240 NA 0.327 0.327
## HEX_OPN_AES 0.010 NA 0.013 0.013
## HEX_OPN_CRE -0.018 NA -0.033 -0.033
## HEX_OPN_INQ 0.010 NA 0.014 0.014
## HEX_OPN_UNC 0.004 NA 0.008 0.008
## NFP_ANO -0.025 NA -0.058 -0.058
## NFP_COM 0.020 NA 0.046 0.046
## NFP_GEN -0.012 NA -0.019 -0.019
## NFP_GOV -0.004 NA -0.005 -0.005
## NFP_INF 0.005 NA 0.011 0.011
## NFP_PHY 0.025 NA 0.033 0.033
## NFP_PSY -0.023 NA -0.041 -0.041
## NFP_SOC 0.043 NA 0.064 0.064
## HEX_HOH_MOD ~~
## HEX_HOH_SIN 0.255 NA 0.283 0.283
## HEX_OPN_AES 0.054 NA 0.059 0.059
## HEX_OPN_CRE -0.022 NA -0.033 -0.033
## HEX_OPN_INQ -0.007 NA -0.009 -0.009
## HEX_OPN_UNC 0.026 NA 0.048 0.048
## NFP_ANO -0.092 NA -0.174 -0.174
## NFP_COM -0.005 NA -0.009 -0.009
## NFP_GEN -0.031 NA -0.040 -0.040
## NFP_GOV -0.033 NA -0.034 -0.034
## NFP_INF 0.057 NA 0.108 0.108
## NFP_PHY 0.088 NA 0.092 0.092
## NFP_PSY -0.036 NA -0.053 -0.053
## NFP_SOC 0.084 NA 0.103 0.103
## HEX_HOH_SIN ~~
## HEX_OPN_AES 0.130 NA 0.108 0.108
## HEX_OPN_CRE 0.074 NA 0.086 0.086
## HEX_OPN_INQ 0.053 NA 0.047 0.047
## HEX_OPN_UNC 0.037 NA 0.051 0.051
## NFP_ANO -0.038 NA -0.055 -0.055
## NFP_COM 0.100 NA 0.147 0.147
## NFP_GEN 0.157 NA 0.152 0.152
## NFP_GOV 0.092 NA 0.072 0.072
## NFP_INF 0.067 NA 0.097 0.097
## NFP_PHY -0.074 NA -0.060 -0.060
## NFP_PSY -0.030 NA -0.035 -0.035
## NFP_SOC -0.015 NA -0.014 -0.014
## HEX_OPN_AES ~~
## HEX_OPN_CRE 0.506 NA 0.577 0.577
## HEX_OPN_INQ 0.569 NA 0.495 0.495
## HEX_OPN_UNC 0.334 NA 0.457 0.457
## NFP_ANO -0.009 NA -0.012 -0.012
## NFP_COM 0.057 NA 0.082 0.082
## NFP_GEN 0.113 NA 0.107 0.107
## NFP_GOV 0.053 NA 0.040 0.040
## NFP_INF 0.038 NA 0.054 0.054
## NFP_PHY -0.112 NA -0.088 -0.088
## NFP_PSY -0.087 NA -0.096 -0.096
## NFP_SOC -0.099 NA -0.091 -0.091
## HEX_OPN_CRE ~~
## HEX_OPN_INQ 0.298 NA 0.362 0.362
## HEX_OPN_UNC 0.214 NA 0.409 0.409
## NFP_ANO 0.014 NA 0.028 0.028
## NFP_COM 0.038 NA 0.077 0.077
## NFP_GEN 0.089 NA 0.117 0.117
## NFP_GOV 0.062 NA 0.066 0.066
## NFP_INF 0.025 NA 0.049 0.049
## NFP_PHY -0.082 NA -0.091 -0.091
## NFP_PSY -0.093 NA -0.145 -0.145
## NFP_SOC -0.113 NA -0.144 -0.144
## HEX_OPN_INQ ~~
## HEX_OPN_UNC 0.260 NA 0.380 0.380
## NFP_ANO 0.047 NA 0.071 0.071
## NFP_COM 0.072 NA 0.111 0.111
## NFP_GEN 0.085 NA 0.086 0.086
## NFP_GOV 0.093 NA 0.076 0.076
## NFP_INF 0.012 NA 0.018 0.018
## NFP_PHY -0.177 NA -0.149 -0.149
## NFP_PSY -0.064 NA -0.076 -0.076
## NFP_SOC -0.119 NA -0.116 -0.116
## HEX_OPN_UNC ~~
## NFP_ANO 0.016 NA 0.038 0.038
## NFP_COM 0.012 NA 0.029 0.029
## NFP_GEN 0.045 NA 0.071 0.071
## NFP_GOV 0.060 NA 0.077 0.077
## NFP_INF 0.021 NA 0.049 0.049
## NFP_PHY -0.020 NA -0.026 -0.026
## NFP_PSY -0.045 NA -0.083 -0.083
## NFP_SOC 0.012 NA 0.018 0.018
## NFP_ANO ~~
## NFP_COM 0.197 NA 0.495 0.495
## NFP_GEN 0.250 NA 0.413 0.413
## NFP_GOV 0.372 NA 0.497 0.497
## NFP_INF 0.154 NA 0.379 0.379
## NFP_PHY 0.151 NA 0.207 0.207
## NFP_PSY 0.153 NA 0.298 0.298
## NFP_SOC 0.149 NA 0.239 0.239
## NFP_COM ~~
## NFP_GEN 0.381 NA 0.633 0.633
## NFP_GOV 0.503 NA 0.676 0.676
## NFP_INF 0.251 NA 0.622 0.622
## NFP_PHY 0.123 NA 0.170 0.170
## NFP_PSY 0.097 NA 0.190 0.190
## NFP_SOC 0.046 NA 0.075 0.075
## NFP_GEN ~~
## NFP_GOV 0.625 NA 0.554 0.554
## NFP_INF 0.411 NA 0.672 0.672
## NFP_PHY 0.312 NA 0.285 0.285
## NFP_PSY 0.249 NA 0.321 0.321
## NFP_SOC 0.203 NA 0.216 0.216
## NFP_GOV ~~
## NFP_INF 0.399 NA 0.527 0.527
## NFP_PHY 0.311 NA 0.230 0.230
## NFP_PSY 0.218 NA 0.227 0.227
## NFP_SOC 0.152 NA 0.131 0.131
## NFP_INF ~~
## NFP_PHY 0.282 NA 0.384 0.384
## NFP_PSY 0.179 NA 0.343 0.343
## NFP_SOC 0.150 NA 0.238 0.238
## NFP_PHY ~~
## NFP_PSY 0.386 NA 0.414 0.414
## NFP_SOC 0.638 NA 0.565 0.565
## NFP_PSY ~~
## NFP_SOC 0.430 NA 0.539 0.539
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_ALT_FS 0.000 0.000 0.000
## .HEX_AGR_FLX_FS 0.000 0.000 0.000
## .HEX_AGR_FOR_FS 0.000 0.000 0.000
## .HEX_AGR_GEN_FS 0.000 0.000 0.000
## .HEX_AGR_PAT_FS 0.000 0.000 0.000
## .HEX_CNS_DIL_FS 0.000 0.000 0.000
## .HEX_CNS_ORG_FS 0.000 0.000 0.000
## .HEX_CNS_PER_FS 0.000 0.000 0.000
## .HEX_CNS_PRU_FS 0.000 0.000 0.000
## .HEX_EMO_ANX_FS 0.000 0.000 0.000
## .HEX_EMO_DEP_FS 0.000 0.000 0.000
## .HEX_EMO_FEA_FS 0.000 0.000 0.000
## .HEX_EMO_SEN_FS 0.000 0.000 0.000
## .HEX_EXT_BOL_FS 0.000 0.000 0.000
## .HEX_EXT_LIV_FS 0.000 0.000 0.000
## .HEX_EXT_SOC_FS 0.000 0.000 0.000
## .HEX_EXT_SSE_FS 0.000 0.000 0.000
## .HEX_HOH_FAI_FS 0.000 0.000 0.000
## .HEX_HOH_GRE_FS 0.000 0.000 0.000
## .HEX_HOH_MOD_FS 0.000 0.000 0.000
## .HEX_HOH_SIN_FS 0.000 0.000 0.000
## .HEX_OPN_AES_FS 0.000 0.000 0.000
## .HEX_OPN_CRE_FS 0.000 0.000 0.000
## .HEX_OPN_INQ_FS 0.000 0.000 0.000
## .HEX_OPN_UNC_FS 0.000 0.000 0.000
## .NFP_ANO_FS 0.000 0.000 0.000
## .NFP_COM_FS 0.000 0.000 0.000
## .NFP_GEN_FS 0.000 0.000 0.000
## .NFP_GOV_FS 0.000 0.000 0.000
## .NFP_INF_FS 0.000 0.000 0.000
## .NFP_PHY_FS 0.000 0.000 0.000
## .NFP_PSY_FS 0.000 0.000 0.000
## .NFP_SOC_FS 0.000 0.000 0.000
## HEX_ALT 0.507 NA 1.000 1.000
## HEX_AGR_FLX 0.432 NA 1.000 1.000
## HEX_AGR_FOR 1.919 NA 1.000 1.000
## HEX_AGR_GEN 0.556 NA 1.000 1.000
## HEX_AGR_PAT 0.951 NA 1.000 1.000
## HEX_CNS_DIL 0.548 NA 1.000 1.000
## HEX_CNS_ORG 0.775 NA 1.000 1.000
## HEX_CNS_PER 0.328 NA 1.000 1.000
## HEX_CNS_PRU 0.980 NA 1.000 1.000
## HEX_EMO_ANX 1.644 NA 1.000 1.000
## HEX_EMO_DEP 1.181 NA 1.000 1.000
## HEX_EMO_FEA 0.921 NA 1.000 1.000
## HEX_EMO_SEN 1.340 NA 1.000 1.000
## HEX_EXT_BOL 0.873 NA 1.000 1.000
## HEX_EXT_LIV 1.280 NA 1.000 1.000
## HEX_EXT_SOC 0.980 NA 1.000 1.000
## HEX_EXT_SSE 1.122 NA 1.000 1.000
## HEX_HOH_FAI 2.849 NA 1.000 1.000
## HEX_HOH_GRE 0.458 NA 1.000 1.000
## HEX_HOH_MOD 0.688 NA 1.000 1.000
## HEX_HOH_SIN 1.172 NA 1.000 1.000
## HEX_OPN_AES 1.228 NA 1.000 1.000
## HEX_OPN_CRE 0.627 NA 1.000 1.000
## HEX_OPN_INQ 1.076 NA 1.000 1.000
## HEX_OPN_UNC 0.435 NA 1.000 1.000
## NFP_ANO 0.402 NA 1.000 1.000
## NFP_COM 0.396 NA 1.000 1.000
## NFP_GEN 0.912 NA 1.000 1.000
## NFP_GOV 1.395 NA 1.000 1.000
## NFP_INF 0.410 NA 1.000 1.000
## NFP_PHY 1.317 NA 1.000 1.000
## NFP_PSY 0.659 NA 1.000 1.000
## NFP_SOC 0.968 NA 1.000 1.000Is not converging. Estimates hence not reliable. Let’s hence report the results of correlations of mean scores.
## lavaan 0.6.15 ended normally after 250 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 816
## Number of equality constraints 4
##
## Used Total
## Number of observations 1553 1559
##
## Model Test User Model:
##
## Test statistic 30578.636
## Degrees of freedom 8340
## P-value (Chi-square) 0.000
##
## Model Test Baseline Model:
##
## Test statistic 104555.594
## Degrees of freedom 9024
## P-value 0.000
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 0.767
## Tucker-Lewis Index (TLI) 0.748
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -337302.658
## Loglikelihood unrestricted model (H1) -322013.340
##
## Akaike (AIC) 676229.315
## Bayesian (BIC) 680571.846
## Sample-size adjusted Bayesian (SABIC) 677992.311
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.041
## 90 Percent confidence interval - lower 0.041
## 90 Percent confidence interval - upper 0.042
## P-value H_0: RMSEA <= 0.050 1.000
## P-value H_0: RMSEA >= 0.080 0.000
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.067
##
## Parameter Estimates:
##
## Standard errors Standard
## Information Expected
## Information saturated (h1) model Structured
##
## Latent Variables:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## HEX_HOH_SIN =~
## HEX_HOH_SIN_01 1.000 1.332 0.783
## HEX_HOH_SIN_02 0.866 0.036 23.928 0.000 1.154 0.639
## HEX_HOH_SIN_03 0.992 0.033 29.787 0.000 1.322 0.817
## HEX_HOH_SIN_04 0.774 0.036 21.365 0.000 1.031 0.573
## HEX_HOH_FAI =~
## HEX_HOH_FAI_01 1.000 1.801 0.859
## HEX_HOH_FAI_02 0.693 0.021 32.621 0.000 1.249 0.738
## HEX_HOH_FAI_03 0.688 0.022 30.998 0.000 1.239 0.710
## HEX_HOH_FAI_04 0.887 0.023 38.831 0.000 1.597 0.839
## HEX_HOH_GRE =~
## HEX_HOH_GRE_01 1.000 0.803 0.452
## HEX_HOH_GRE_02 1.685 0.103 16.387 0.000 1.353 0.727
## HEX_HOH_GRE_03 1.797 0.106 16.918 0.000 1.443 0.804
## HEX_HOH_GRE_04 1.831 0.108 16.917 0.000 1.470 0.804
## HEX_HOH_MOD =~
## HEX_HOH_MOD_01 1.000 0.841 0.597
## HEX_HOH_MOD_02 0.904 0.057 15.856 0.000 0.760 0.494
## HEX_HOH_MOD_03 1.245 0.061 20.527 0.000 1.048 0.708
## HEX_HOH_MOD_04 1.490 0.069 21.655 0.000 1.254 0.787
## HEX_EMO_FEA =~
## HEX_EMO_FEA_01 1.000 1.112 0.651
## HEX_EMO_FEA_02 0.771 0.046 16.583 0.000 0.857 0.510
## HEX_EMO_FEA_03 1.020 0.051 20.169 0.000 1.134 0.653
## HEX_EMO_FEA_04 0.934 0.049 18.907 0.000 1.038 0.599
## HEX_EMO_ANX =~
## HEX_EMO_ANX_01 1.000 1.368 0.794
## HEX_EMO_ANX_02 1.013 0.033 30.971 0.000 1.385 0.774
## HEX_EMO_ANX_03 0.840 0.036 23.476 0.000 1.149 0.604
## HEX_EMO_ANX_04 0.743 0.028 26.082 0.000 1.016 0.664
## HEX_EMO_DEP =~
## HEX_EMO_DEP_01 1.000 1.059 0.653
## HEX_EMO_DEP_02 0.778 0.043 17.995 0.000 0.823 0.532
## HEX_EMO_DEP_03 1.055 0.046 22.839 0.000 1.117 0.711
## HEX_EMO_DEP_04 1.030 0.049 21.173 0.000 1.091 0.645
## HEX_EMO_SEN =~
## HEX_EMO_SEN_01 1.000 1.169 0.682
## HEX_EMO_SEN_02 0.857 0.038 22.824 0.000 1.002 0.715
## HEX_EMO_SEN_03 0.754 0.037 20.541 0.000 0.881 0.624
## HEX_EMO_SEN_04 0.788 0.042 18.576 0.000 0.922 0.555
## HEX_EXT_SSE =~
## HEX_EXT_SSE_01 1.000 1.280 0.794
## HEX_EXT_SSE_02 0.482 0.023 20.700 0.000 0.617 0.532
## HEX_EXT_SSE_03 0.901 0.034 26.575 0.000 1.154 0.665
## HEX_EXT_SSE_04 1.203 0.037 32.523 0.000 1.540 0.791
## HEX_EXT_BOL =~
## HEX_EXT_BOL_01 1.000 1.055 0.603
## HEX_EXT_BOL_02 1.265 0.055 23.152 0.000 1.334 0.787
## HEX_EXT_BOL_03 1.277 0.055 23.062 0.000 1.347 0.782
## HEX_EXT_BOL_04 0.914 0.052 17.413 0.000 0.964 0.529
## HEX_EXT_SOC =~
## HEX_EXT_SOC_01 1.000 1.155 0.637
## HEX_EXT_SOC_02 1.122 0.043 25.812 0.000 1.296 0.778
## HEX_EXT_SOC_03 1.167 0.046 25.420 0.000 1.348 0.763
## HEX_EXT_SOC_04 1.045 0.043 24.407 0.000 1.208 0.724
## HEX_EXT_LIV =~
## HEX_EXT_LIV_01 1.000 1.221 0.700
## HEX_EXT_LIV_02 1.091 0.037 29.701 0.000 1.332 0.830
## HEX_EXT_LIV_03 0.748 0.036 20.653 0.000 0.914 0.563
## HEX_EXT_LIV_04 0.934 0.038 24.573 0.000 1.141 0.674
## HEX_AGR_FOR =~
## HEX_AGR_FOR_01 1.000 1.491 0.861
## HEX_AGR_FOR_02 0.939 0.025 37.783 0.000 1.400 0.837
## HEX_AGR_FOR_03 0.312 0.020 15.427 0.000 0.464 0.398
## HEX_AGR_FOR_04 0.860 0.026 33.375 0.000 1.282 0.757
## HEX_AGR_GEN =~
## HEX_AGR_GEN_01 1.000 0.956 0.568
## HEX_AGR_GEN_02 1.031 0.052 19.866 0.000 0.985 0.717
## HEX_AGR_GEN_03 1.108 0.056 19.777 0.000 1.059 0.711
## HEX_AGR_GEN_04 0.979 0.053 18.600 0.000 0.936 0.642
## HEX_AGR_FLX =~
## HEX_AGR_FLX_01 1.000 0.889 0.497
## HEX_AGR_FLX_02 0.792 0.056 14.152 0.000 0.704 0.506
## HEX_AGR_FLX_03 1.136 0.070 16.256 0.000 1.010 0.651
## HEX_AGR_FLX_04 1.110 0.068 16.206 0.000 0.986 0.646
## HEX_AGR_PAT =~
## HEX_AGR_PAT_01 1.000 1.025 0.674
## HEX_AGR_PAT_02 0.966 0.048 20.153 0.000 0.991 0.606
## HEX_AGR_PAT_03 1.025 0.045 22.660 0.000 1.051 0.701
## HEX_AGR_PAT_04 1.144 0.051 22.399 0.000 1.173 0.690
## HEX_CNS_ORG =~
## HEX_CNS_ORG_01 1.000 0.932 0.560
## HEX_CNS_ORG_02 0.933 0.050 18.748 0.000 0.869 0.647
## HEX_CNS_ORG_03 1.330 0.067 19.879 0.000 1.239 0.714
## HEX_CNS_ORG_04 1.461 0.070 21.014 0.000 1.361 0.800
## HEX_CNS_DIL =~
## HEX_CNS_DIL_01 1.000 0.902 0.640
## HEX_CNS_DIL_02 1.032 0.046 22.604 0.000 0.931 0.702
## HEX_CNS_DIL_03 1.211 0.054 22.447 0.000 1.092 0.696
## HEX_CNS_DIL_04 1.140 0.054 21.221 0.000 1.029 0.647
## HEX_CNS_PER =~
## HEX_CNS_PER_01 1.000 0.636 0.481
## HEX_CNS_PER_02 1.334 0.082 16.224 0.000 0.848 0.694
## HEX_CNS_PER_03 1.135 0.072 15.782 0.000 0.722 0.649
## HEX_CNS_PER_04 1.083 0.094 11.573 0.000 0.688 0.386
## HEX_CNS_PRU =~
## HEX_CNS_PRU_01 1.000 0.985 0.684
## HEX_CNS_PRU_02 1.015 0.042 24.038 0.000 1.000 0.719
## HEX_CNS_PRU_03 0.771 0.042 18.474 0.000 0.759 0.532
## HEX_CNS_PRU_04 0.866 0.043 20.151 0.000 0.853 0.586
## HEX_OPN_AES =~
## HEX_OPN_AES_01 1.000 1.308 0.743
## HEX_OPN_AES_02 0.984 0.044 22.497 0.000 1.288 0.632
## HEX_OPN_AES_03 0.886 0.041 21.810 0.000 1.159 0.612
## HEX_OPN_AES_04 0.470 0.032 14.914 0.000 0.615 0.416
## HEX_OPN_INQ =~
## HEX_OPN_INQ_01 1.000 1.187 0.700
## HEX_OPN_INQ_02 0.903 0.042 21.388 0.000 1.071 0.651
## HEX_OPN_INQ_03 0.998 0.046 21.667 0.000 1.184 0.662
## HEX_OPN_INQ_04 0.933 0.047 20.012 0.000 1.108 0.601
## HEX_OPN_CRE =~
## HEX_OPN_CRE_01 1.000 0.897 0.536
## HEX_OPN_CRE_02 1.485 0.075 19.691 0.000 1.333 0.764
## HEX_OPN_CRE_03 1.111 0.061 18.132 0.000 0.997 0.652
## HEX_OPN_CRE_04 1.656 0.083 19.847 0.000 1.486 0.779
## HEX_OPN_UNC =~
## HEX_OPN_UNC_01 1.000 0.761 0.480
## HEX_OPN_UNC_02 0.903 0.065 13.833 0.000 0.687 0.520
## HEX_OPN_UNC_03 0.870 0.076 11.509 0.000 0.662 0.391
## HEX_OPN_UNC_04 1.568 0.100 15.709 0.000 1.193 0.675
## NFP_INF =~
## NFP_INF_01 1.000 0.875 0.619
## NFP_INF_02 0.919 0.042 21.745 0.000 0.804 0.655
## NFP_INF_03 0.965 0.043 22.576 0.000 0.844 0.688
## NFP_INF_04 1.015 0.044 22.847 0.000 0.888 0.648
## NFP_PSY =~
## NFP_PSY_01 1.000 0.909 0.617
## NFP_PSY_02 1.073 0.053 20.081 0.000 0.975 0.625
## NFP_PSY_03 1.475 0.062 23.828 0.000 1.341 0.801
## NFP_PSY_04 0.874 0.051 16.996 0.000 0.794 0.508
## NFP_PHY =~
## NFP_PHY_01 1.000 1.168 0.795
## NFP_PHY_02 0.831 0.035 23.526 0.000 0.970 0.617
## NFP_PHY_03 1.019 0.040 25.390 0.000 1.190 0.663
## NFP_PHY_04 0.757 0.031 24.777 0.000 0.884 0.648
## NFP_SOC =~
## NFP_SOC_01 1.000 1.254 0.716
## NFP_SOC_02 0.852 0.033 25.603 0.000 1.068 0.647
## NFP_SOC_03 1.085 0.033 33.133 0.000 1.362 0.736
## NFP_SOC_04 0.582 0.027 21.744 0.000 0.731 0.551
## NFP_GOV =~
## NFP_GOV_01 1.000 1.226 0.786
## NFP_GOV_02 1.001 0.031 31.775 0.000 1.227 0.778
## NFP_GOV_03 1.025 0.032 32.092 0.000 1.256 0.738
## NFP_GOV_04 0.955 0.032 29.589 0.000 1.170 0.732
## NFP_COM =~
## NFP_COM_01 1.000 0.722 0.466
## NFP_COM_02 1.055 0.072 14.557 0.000 0.762 0.504
## NFP_COM_03 1.508 0.086 17.529 0.000 1.089 0.729
## NFP_COM_04 1.564 0.086 18.171 0.000 1.129 0.801
## NFP_ANO =~
## NFP_ANO_01 1.000 0.869 0.454
## NFP_ANO_02 0.838 0.058 14.517 0.000 0.728 0.500
## NFP_ANO_03 0.469 0.045 10.407 0.000 0.408 0.309
## NFP_ANO_04 1.075 0.062 17.401 0.000 0.934 0.571
## NFP_GEN =~
## NFP_GEN_01 1.000 1.042 0.747
## NFP_GEN_02 0.938 0.028 32.964 0.000 0.978 0.840
## NFP_GEN_03 0.967 0.040 24.301 0.000 1.008 0.630
## NFP_GEN_04 0.903 0.028 32.267 0.000 0.941 0.822
##
## Regressions:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_INF ~
## HEX_HOH_SIN 0.000 0.031 0.004 0.996 0.000 0.000
## HEX_HOH_FAI 0.024 0.028 0.833 0.405 0.048 0.048
## HEX_HOH_GRE -0.111 0.065 -1.711 0.087 -0.102 -0.102
## HEX_HOH_MOD 0.147 0.071 2.071 0.038 0.142 0.142
## HEX_EMO_FEA 0.183 0.071 2.567 0.010 0.232 0.232
## HEX_EMO_ANX -0.118 0.058 -2.050 0.040 -0.185 -0.185
## HEX_EMO_DEP -0.209 0.076 -2.741 0.006 -0.253 -0.253
## HEX_EMO_SEN 0.074 0.062 1.198 0.231 0.099 0.099
## HEX_EXT_SSE 0.098 0.100 0.978 0.328 0.144 0.144
## HEX_EXT_BOL -0.006 0.096 -0.067 0.947 -0.008 -0.008
## HEX_EXT_SOC -0.062 0.113 -0.549 0.583 -0.082 -0.082
## HEX_EXT_LIV -0.255 0.133 -1.917 0.055 -0.356 -0.356
## HEX_AGR_FOR -0.014 0.032 -0.435 0.663 -0.024 -0.024
## HEX_AGR_GEN 0.054 0.087 0.624 0.533 0.059 0.059
## HEX_AGR_FLX -0.257 0.091 -2.815 0.005 -0.261 -0.261
## HEX_AGR_PAT 0.108 0.084 1.283 0.200 0.126 0.126
## HEX_CNS_ORG 0.067 0.087 0.774 0.439 0.071 0.071
## HEX_CNS_DIL 0.114 0.133 0.857 0.392 0.118 0.118
## HEX_CNS_PER 0.360 0.169 2.128 0.033 0.262 0.262
## HEX_CNS_PRU -0.152 0.127 -1.198 0.231 -0.171 -0.171
## HEX_OPN_AES -0.033 0.084 -0.387 0.699 -0.049 -0.049
## HEX_OPN_INQ 0.020 0.056 0.354 0.723 0.027 0.027
## HEX_OPN_CRE 0.075 0.084 0.891 0.373 0.076 0.076
## HEX_OPN_UNC 0.024 0.128 0.190 0.849 0.021 0.021
## AGE -0.008 0.015 -0.501 0.616 -0.009 -0.014
## GEN -0.044 0.046 -0.963 0.335 -0.050 -0.027
## ETH 0.246 0.058 4.221 0.000 0.282 0.117
## REL -0.070 0.051 -1.377 0.169 -0.080 -0.039
## COL -0.120 0.056 -2.165 0.030 -0.137 -0.064
## INC -0.038 0.035 -1.087 0.277 -0.043 -0.033
## CON 0.058 0.014 4.191 0.000 0.066 0.117
## NFP_PSY ~
## HEX_HOH_SIN -0.000 0.030 -0.010 0.992 -0.000 -0.000
## HEX_HOH_FAI -0.036 0.027 -1.335 0.182 -0.071 -0.071
## HEX_HOH_GRE 0.004 0.061 0.059 0.953 0.003 0.003
## HEX_HOH_MOD -0.137 0.067 -2.047 0.041 -0.126 -0.126
## HEX_EMO_FEA 0.269 0.069 3.881 0.000 0.329 0.329
## HEX_EMO_ANX 0.006 0.054 0.106 0.915 0.009 0.009
## HEX_EMO_DEP -0.810 0.088 -9.229 0.000 -0.944 -0.944
## HEX_EMO_SEN 0.077 0.060 1.291 0.197 0.099 0.099
## HEX_EXT_SSE 0.014 0.096 0.146 0.884 0.020 0.020
## HEX_EXT_BOL -0.267 0.094 -2.837 0.005 -0.310 -0.310
## HEX_EXT_SOC 0.206 0.113 1.828 0.067 0.262 0.262
## HEX_EXT_LIV -0.264 0.129 -2.039 0.041 -0.354 -0.354
## HEX_AGR_FOR 0.015 0.030 0.497 0.619 0.025 0.025
## HEX_AGR_GEN -0.015 0.084 -0.178 0.859 -0.016 -0.016
## HEX_AGR_FLX -0.345 0.089 -3.893 0.000 -0.337 -0.337
## HEX_AGR_PAT 0.206 0.082 2.502 0.012 0.232 0.232
## HEX_CNS_ORG 0.104 0.084 1.240 0.215 0.106 0.106
## HEX_CNS_DIL 0.262 0.131 2.000 0.045 0.260 0.260
## HEX_CNS_PER -0.014 0.160 -0.085 0.932 -0.010 -0.010
## HEX_CNS_PRU -0.305 0.123 -2.475 0.013 -0.330 -0.330
## HEX_OPN_AES 0.057 0.080 0.708 0.479 0.081 0.081
## HEX_OPN_INQ 0.062 0.054 1.155 0.248 0.081 0.081
## HEX_OPN_CRE -0.008 0.079 -0.106 0.915 -0.008 -0.008
## HEX_OPN_UNC -0.202 0.122 -1.652 0.099 -0.169 -0.169
## AGE -0.030 0.012 -2.444 0.015 -0.033 -0.053
## GEN -0.065 0.037 -1.771 0.077 -0.072 -0.038
## ETH 0.093 0.047 1.995 0.046 0.102 0.043
## REL 0.023 0.041 0.552 0.581 0.025 0.012
## COL 0.038 0.045 0.860 0.390 0.042 0.020
## INC 0.057 0.028 2.007 0.045 0.062 0.047
## CON 0.038 0.011 3.421 0.001 0.042 0.074
## NFP_PHY ~
## HEX_HOH_SIN -0.070 0.035 -1.999 0.046 -0.080 -0.080
## HEX_HOH_FAI -0.060 0.032 -1.881 0.060 -0.093 -0.093
## HEX_HOH_GRE 0.019 0.072 0.268 0.789 0.013 0.013
## HEX_HOH_MOD -0.084 0.079 -1.056 0.291 -0.060 -0.060
## HEX_EMO_FEA 0.276 0.080 3.441 0.001 0.263 0.263
## HEX_EMO_ANX -0.062 0.065 -0.955 0.339 -0.073 -0.073
## HEX_EMO_DEP 0.071 0.087 0.815 0.415 0.064 0.064
## HEX_EMO_SEN 0.002 0.070 0.025 0.980 0.002 0.002
## HEX_EXT_SSE -0.248 0.115 -2.165 0.030 -0.272 -0.272
## HEX_EXT_BOL 0.158 0.113 1.402 0.161 0.143 0.143
## HEX_EXT_SOC -0.818 0.138 -5.937 0.000 -0.809 -0.809
## HEX_EXT_LIV 0.179 0.150 1.196 0.232 0.187 0.187
## HEX_AGR_FOR -0.026 0.036 -0.712 0.476 -0.033 -0.033
## HEX_AGR_GEN 0.220 0.100 2.209 0.027 0.180 0.180
## HEX_AGR_FLX -0.331 0.103 -3.222 0.001 -0.252 -0.252
## HEX_AGR_PAT 0.036 0.093 0.386 0.700 0.032 0.032
## HEX_CNS_ORG 0.082 0.097 0.846 0.397 0.065 0.065
## HEX_CNS_DIL 0.122 0.150 0.818 0.413 0.095 0.095
## HEX_CNS_PER 0.306 0.190 1.607 0.108 0.166 0.166
## HEX_CNS_PRU -0.150 0.141 -1.063 0.288 -0.127 -0.127
## HEX_OPN_AES -0.060 0.095 -0.635 0.525 -0.068 -0.068
## HEX_OPN_INQ -0.063 0.064 -0.990 0.322 -0.064 -0.064
## HEX_OPN_CRE 0.089 0.094 0.941 0.347 0.068 0.068
## HEX_OPN_UNC 0.125 0.145 0.863 0.388 0.082 0.082
## AGE -0.083 0.016 -5.023 0.000 -0.071 -0.112
## GEN 0.017 0.049 0.347 0.729 0.015 0.008
## ETH -0.138 0.062 -2.235 0.025 -0.118 -0.049
## REL -0.036 0.054 -0.661 0.509 -0.031 -0.015
## COL 0.010 0.059 0.171 0.865 0.009 0.004
## INC -0.018 0.037 -0.475 0.635 -0.015 -0.011
## CON 0.051 0.015 3.456 0.001 0.043 0.077
## NFP_SOC ~
## HEX_HOH_SIN -0.025 0.033 -0.761 0.447 -0.026 -0.026
## HEX_HOH_FAI -0.053 0.030 -1.788 0.074 -0.077 -0.077
## HEX_HOH_GRE -0.110 0.068 -1.618 0.106 -0.071 -0.071
## HEX_HOH_MOD -0.190 0.074 -2.574 0.010 -0.128 -0.128
## HEX_EMO_FEA 0.120 0.074 1.620 0.105 0.106 0.106
## HEX_EMO_ANX -0.163 0.062 -2.644 0.008 -0.178 -0.178
## HEX_EMO_DEP 0.043 0.082 0.522 0.602 0.036 0.036
## HEX_EMO_SEN 0.072 0.064 1.116 0.264 0.067 0.067
## HEX_EXT_SSE -0.281 0.106 -2.648 0.008 -0.287 -0.287
## HEX_EXT_BOL 0.095 0.109 0.875 0.382 0.080 0.080
## HEX_EXT_SOC -1.271 0.143 -8.890 0.000 -1.170 -1.170
## HEX_EXT_LIV 0.001 0.138 0.004 0.996 0.001 0.001
## HEX_AGR_FOR 0.041 0.033 1.226 0.220 0.049 0.049
## HEX_AGR_GEN 0.188 0.092 2.041 0.041 0.143 0.143
## HEX_AGR_FLX -0.179 0.094 -1.902 0.057 -0.127 -0.127
## HEX_AGR_PAT 0.086 0.088 0.975 0.329 0.070 0.070
## HEX_CNS_ORG 0.087 0.091 0.954 0.340 0.064 0.064
## HEX_CNS_DIL 0.318 0.141 2.258 0.024 0.229 0.229
## HEX_CNS_PER 0.105 0.176 0.596 0.551 0.053 0.053
## HEX_CNS_PRU -0.484 0.138 -3.503 0.000 -0.380 -0.380
## HEX_OPN_AES 0.018 0.088 0.206 0.837 0.019 0.019
## HEX_OPN_INQ 0.005 0.059 0.084 0.933 0.005 0.005
## HEX_OPN_CRE -0.083 0.088 -0.939 0.348 -0.059 -0.059
## HEX_OPN_UNC 0.140 0.135 1.037 0.300 0.085 0.085
## AGE -0.009 0.013 -0.661 0.508 -0.007 -0.011
## GEN 0.051 0.040 1.267 0.205 0.041 0.021
## ETH 0.079 0.051 1.547 0.122 0.063 0.026
## REL -0.127 0.045 -2.841 0.004 -0.102 -0.049
## COL 0.014 0.049 0.285 0.776 0.011 0.005
## INC 0.019 0.031 0.625 0.532 0.015 0.012
## CON 0.023 0.012 1.877 0.061 0.018 0.032
## NFP_GOV ~
## HEX_HOH_SIN 0.077 0.042 1.843 0.065 0.084 0.084
## HEX_HOH_FAI -0.041 0.038 -1.080 0.280 -0.060 -0.060
## HEX_HOH_GRE -0.004 0.086 -0.052 0.959 -0.003 -0.003
## HEX_HOH_MOD 0.027 0.094 0.284 0.776 0.018 0.018
## HEX_EMO_FEA 0.068 0.094 0.725 0.468 0.062 0.062
## HEX_EMO_ANX -0.154 0.077 -2.010 0.044 -0.172 -0.172
## HEX_EMO_DEP -0.065 0.101 -0.643 0.520 -0.056 -0.056
## HEX_EMO_SEN -0.058 0.082 -0.699 0.484 -0.055 -0.055
## HEX_EXT_SSE 0.007 0.133 0.055 0.956 0.008 0.008
## HEX_EXT_BOL 0.072 0.128 0.559 0.576 0.062 0.062
## HEX_EXT_SOC -0.011 0.150 -0.073 0.942 -0.010 -0.010
## HEX_EXT_LIV -0.301 0.176 -1.712 0.087 -0.300 -0.300
## HEX_AGR_FOR -0.020 0.043 -0.472 0.637 -0.025 -0.025
## HEX_AGR_GEN 0.286 0.118 2.433 0.015 0.223 0.223
## HEX_AGR_FLX -0.539 0.126 -4.269 0.000 -0.391 -0.391
## HEX_AGR_PAT 0.212 0.113 1.883 0.060 0.177 0.177
## HEX_CNS_ORG 0.139 0.117 1.192 0.233 0.105 0.105
## HEX_CNS_DIL 0.151 0.178 0.846 0.398 0.111 0.111
## HEX_CNS_PER 0.280 0.224 1.250 0.211 0.145 0.145
## HEX_CNS_PRU -0.245 0.169 -1.452 0.147 -0.197 -0.197
## HEX_OPN_AES -0.038 0.113 -0.333 0.739 -0.040 -0.040
## HEX_OPN_INQ -0.014 0.075 -0.180 0.857 -0.013 -0.013
## HEX_OPN_CRE 0.129 0.112 1.156 0.248 0.095 0.095
## HEX_OPN_UNC 0.174 0.172 1.007 0.314 0.108 0.108
## AGE -0.009 0.020 -0.432 0.666 -0.007 -0.011
## GEN -0.190 0.061 -3.100 0.002 -0.155 -0.082
## ETH 0.067 0.077 0.867 0.386 0.055 0.023
## REL 0.064 0.068 0.937 0.349 0.052 0.025
## COL -0.122 0.074 -1.650 0.099 -0.100 -0.046
## INC -0.024 0.047 -0.514 0.607 -0.020 -0.015
## CON 0.164 0.018 8.877 0.000 0.134 0.237
## NFP_COM ~
## HEX_HOH_SIN 0.084 0.027 3.161 0.002 0.156 0.156
## HEX_HOH_FAI 0.006 0.024 0.238 0.812 0.014 0.014
## HEX_HOH_GRE 0.081 0.054 1.493 0.135 0.090 0.090
## HEX_HOH_MOD -0.069 0.059 -1.164 0.244 -0.080 -0.080
## HEX_EMO_FEA 0.092 0.059 1.544 0.123 0.141 0.141
## HEX_EMO_ANX -0.139 0.049 -2.845 0.004 -0.264 -0.264
## HEX_EMO_DEP -0.130 0.065 -2.008 0.045 -0.190 -0.190
## HEX_EMO_SEN 0.105 0.053 2.003 0.045 0.170 0.170
## HEX_EXT_SSE 0.014 0.084 0.166 0.868 0.025 0.025
## HEX_EXT_BOL -0.083 0.082 -1.009 0.313 -0.121 -0.121
## HEX_EXT_SOC 0.168 0.097 1.745 0.081 0.270 0.270
## HEX_EXT_LIV -0.282 0.114 -2.466 0.014 -0.477 -0.477
## HEX_AGR_FOR -0.014 0.027 -0.535 0.593 -0.030 -0.030
## HEX_AGR_GEN 0.007 0.073 0.091 0.927 0.009 0.009
## HEX_AGR_FLX -0.242 0.078 -3.109 0.002 -0.298 -0.298
## HEX_AGR_PAT 0.095 0.071 1.336 0.181 0.135 0.135
## HEX_CNS_ORG 0.083 0.073 1.132 0.257 0.107 0.107
## HEX_CNS_DIL 0.259 0.115 2.245 0.025 0.323 0.323
## HEX_CNS_PER -0.016 0.142 -0.113 0.910 -0.014 -0.014
## HEX_CNS_PRU -0.107 0.106 -1.005 0.315 -0.146 -0.146
## HEX_OPN_AES -0.010 0.071 -0.142 0.887 -0.018 -0.018
## HEX_OPN_INQ 0.089 0.048 1.866 0.062 0.147 0.147
## HEX_OPN_CRE 0.074 0.070 1.055 0.291 0.092 0.092
## HEX_OPN_UNC -0.052 0.108 -0.481 0.630 -0.055 -0.055
## AGE 0.002 0.013 0.123 0.902 0.002 0.003
## GEN -0.078 0.038 -2.059 0.039 -0.109 -0.057
## ETH 0.101 0.048 2.109 0.035 0.140 0.058
## REL -0.041 0.042 -0.963 0.335 -0.056 -0.027
## COL -0.046 0.046 -1.010 0.313 -0.064 -0.030
## INC -0.030 0.029 -1.039 0.299 -0.042 -0.031
## CON 0.055 0.012 4.720 0.000 0.076 0.134
## NFP_ANO ~
## HEX_HOH_SIN 0.016 0.039 0.412 0.681 0.024 0.024
## HEX_HOH_FAI -0.062 0.035 -1.781 0.075 -0.129 -0.129
## HEX_HOH_GRE 0.122 0.080 1.519 0.129 0.112 0.112
## HEX_HOH_MOD -0.215 0.088 -2.450 0.014 -0.208 -0.208
## HEX_EMO_FEA 0.267 0.090 2.974 0.003 0.342 0.342
## HEX_EMO_ANX -0.362 0.075 -4.846 0.000 -0.570 -0.570
## HEX_EMO_DEP -0.011 0.093 -0.116 0.907 -0.013 -0.013
## HEX_EMO_SEN -0.021 0.076 -0.278 0.781 -0.028 -0.028
## HEX_EXT_SSE -0.213 0.123 -1.728 0.084 -0.314 -0.314
## HEX_EXT_BOL -0.096 0.119 -0.805 0.421 -0.116 -0.116
## HEX_EXT_SOC -0.018 0.139 -0.131 0.896 -0.024 -0.024
## HEX_EXT_LIV -0.211 0.162 -1.303 0.193 -0.297 -0.297
## HEX_AGR_FOR -0.004 0.040 -0.110 0.912 -0.007 -0.007
## HEX_AGR_GEN 0.195 0.108 1.803 0.071 0.215 0.215
## HEX_AGR_FLX -0.413 0.116 -3.567 0.000 -0.422 -0.422
## HEX_AGR_PAT 0.088 0.104 0.846 0.398 0.103 0.103
## HEX_CNS_ORG 0.155 0.108 1.434 0.152 0.166 0.166
## HEX_CNS_DIL 0.240 0.167 1.437 0.151 0.249 0.249
## HEX_CNS_PER 0.030 0.207 0.146 0.884 0.022 0.022
## HEX_CNS_PRU -0.269 0.156 -1.716 0.086 -0.304 -0.304
## HEX_OPN_AES -0.183 0.106 -1.715 0.086 -0.275 -0.275
## HEX_OPN_INQ 0.193 0.071 2.712 0.007 0.263 0.263
## HEX_OPN_CRE 0.241 0.105 2.293 0.022 0.249 0.249
## HEX_OPN_UNC 0.104 0.160 0.650 0.516 0.091 0.091
## AGE -0.016 0.019 -0.869 0.385 -0.019 -0.029
## GEN -0.114 0.055 -2.048 0.041 -0.131 -0.069
## ETH 0.288 0.071 4.056 0.000 0.331 0.138
## REL -0.059 0.062 -0.951 0.342 -0.067 -0.033
## COL 0.049 0.067 0.726 0.468 0.056 0.026
## INC 0.008 0.042 0.187 0.852 0.009 0.007
## CON 0.087 0.017 5.156 0.000 0.101 0.178
## NFP_GEN ~
## HEX_HOH_SIN 0.087 0.036 2.442 0.015 0.112 0.112
## HEX_HOH_FAI 0.009 0.032 0.285 0.775 0.016 0.016
## HEX_HOH_GRE -0.075 0.074 -1.018 0.309 -0.058 -0.058
## HEX_HOH_MOD -0.121 0.081 -1.503 0.133 -0.098 -0.098
## HEX_EMO_FEA 0.324 0.083 3.919 0.000 0.346 0.346
## HEX_EMO_ANX -0.206 0.067 -3.100 0.002 -0.271 -0.271
## HEX_EMO_DEP -0.238 0.086 -2.754 0.006 -0.242 -0.242
## HEX_EMO_SEN 0.098 0.070 1.399 0.162 0.110 0.110
## HEX_EXT_SSE 0.142 0.114 1.237 0.216 0.174 0.174
## HEX_EXT_BOL 0.091 0.109 0.830 0.406 0.092 0.092
## HEX_EXT_SOC -0.196 0.128 -1.534 0.125 -0.217 -0.217
## HEX_EXT_LIV -0.317 0.152 -2.090 0.037 -0.372 -0.372
## HEX_AGR_FOR -0.035 0.036 -0.959 0.338 -0.050 -0.050
## HEX_AGR_GEN -0.016 0.100 -0.158 0.875 -0.014 -0.014
## HEX_AGR_FLX -0.050 0.101 -0.493 0.622 -0.043 -0.043
## HEX_AGR_PAT 0.176 0.097 1.823 0.068 0.174 0.174
## HEX_CNS_ORG 0.135 0.099 1.363 0.173 0.121 0.121
## HEX_CNS_DIL 0.215 0.152 1.409 0.159 0.186 0.186
## HEX_CNS_PER 0.504 0.193 2.606 0.009 0.307 0.307
## HEX_CNS_PRU -0.482 0.152 -3.173 0.002 -0.455 -0.455
## HEX_OPN_AES 0.002 0.096 0.025 0.980 0.003 0.003
## HEX_OPN_INQ 0.080 0.064 1.242 0.214 0.091 0.091
## HEX_OPN_CRE 0.036 0.095 0.382 0.702 0.031 0.031
## HEX_OPN_UNC -0.004 0.146 -0.027 0.979 -0.003 -0.003
## AGE 0.024 0.017 1.435 0.151 0.023 0.036
## GEN -0.118 0.050 -2.386 0.017 -0.114 -0.060
## ETH 0.241 0.063 3.838 0.000 0.231 0.096
## REL -0.146 0.055 -2.647 0.008 -0.140 -0.068
## COL -0.132 0.060 -2.197 0.028 -0.126 -0.059
## INC -0.061 0.038 -1.617 0.106 -0.059 -0.044
## CON 0.086 0.015 5.765 0.000 0.082 0.146
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_SOC_01 ~~
## .NFP_SOC_0 (p1) 0.343 0.035 9.865 0.000 0.343 0.224
## .NFP_SOC_02 ~~
## .NFP_SOC_0 (p1) 0.343 0.035 9.865 0.000 0.343 0.247
## .NFP_GOV_01 ~~
## .NFP_GOV_0 (p2) 0.164 0.025 6.461 0.000 0.164 0.148
## .NFP_GOV_02 ~~
## .NFP_GOV_0 (p2) 0.164 0.025 6.461 0.000 0.164 0.152
## .NFP_INF_01 ~~
## .NFP_INF_0 (p3) 0.129 0.022 5.830 0.000 0.129 0.112
## .NFP_INF_02 ~~
## .NFP_INF_0 (p3) 0.129 0.022 5.830 0.000 0.129 0.156
## .NFP_ANO_01 ~~
## .NFP_ANO_0 (p4) 0.470 0.042 11.287 0.000 0.470 0.205
## .NFP_ANO_02 ~~
## .NFP_ANO_0 (p4) 0.470 0.042 11.287 0.000 0.470 0.297
## HEX_HOH_SIN ~~
## HEX_HOH_F 1.111 0.081 13.665 0.000 0.463 0.463
## HEX_HOH_G 0.422 0.042 10.050 0.000 0.394 0.394
## HEX_HOH_M 0.420 0.041 10.282 0.000 0.375 0.375
## HEX_EMO_F -0.096 0.049 -1.950 0.051 -0.065 -0.065
## HEX_EMO_A -0.278 0.057 -4.869 0.000 -0.152 -0.152
## HEX_EMO_D -0.266 0.047 -5.646 0.000 -0.189 -0.189
## HEX_EMO_S 0.065 0.050 1.289 0.197 0.042 0.042
## HEX_EXT_S 0.215 0.053 4.053 0.000 0.126 0.126
## HEX_EXT_B -0.123 0.044 -2.797 0.005 -0.088 -0.088
## HEX_EXT_S -0.208 0.048 -4.317 0.000 -0.135 -0.135
## HEX_EXT_L 0.196 0.051 3.856 0.000 0.121 0.121
## HEX_AGR_F 0.519 0.062 8.346 0.000 0.261 0.261
## HEX_AGR_G 0.361 0.044 8.118 0.000 0.284 0.284
## HEX_AGR_F 0.363 0.045 8.045 0.000 0.306 0.306
## HEX_AGR_P 0.334 0.046 7.286 0.000 0.244 0.244
## HEX_CNS_O 0.274 0.041 6.653 0.000 0.221 0.221
## HEX_CNS_D 0.258 0.040 6.454 0.000 0.214 0.214
## HEX_CNS_P 0.200 0.031 6.467 0.000 0.237 0.237
## HEX_CNS_P 0.431 0.046 9.341 0.000 0.328 0.328
## HEX_OPN_A 0.252 0.058 4.365 0.000 0.145 0.145
## HEX_OPN_I 0.105 0.051 2.066 0.039 0.067 0.067
## HEX_OPN_C 0.124 0.038 3.280 0.001 0.104 0.104
## HEX_OPN_U 0.066 0.036 1.847 0.065 0.065 0.065
## HEX_HOH_FAI ~~
## HEX_HOH_G 0.390 0.049 7.977 0.000 0.270 0.270
## HEX_HOH_M 0.338 0.049 6.908 0.000 0.223 0.223
## HEX_EMO_F 0.173 0.065 2.669 0.008 0.086 0.086
## HEX_EMO_A -0.427 0.075 -5.696 0.000 -0.173 -0.173
## HEX_EMO_D 0.100 0.060 1.661 0.097 0.052 0.052
## HEX_EMO_S 0.546 0.069 7.884 0.000 0.259 0.259
## HEX_EXT_S 0.836 0.074 11.259 0.000 0.363 0.363
## HEX_EXT_B 0.292 0.059 4.969 0.000 0.153 0.153
## HEX_EXT_S 0.279 0.063 4.436 0.000 0.134 0.134
## HEX_EXT_L 0.856 0.073 11.665 0.000 0.389 0.389
## HEX_AGR_F 0.800 0.082 9.769 0.000 0.298 0.298
## HEX_AGR_G 0.477 0.058 8.236 0.000 0.277 0.277
## HEX_AGR_F 0.590 0.062 9.565 0.000 0.369 0.369
## HEX_AGR_P 0.528 0.061 8.682 0.000 0.286 0.286
## HEX_CNS_O 0.632 0.059 10.644 0.000 0.377 0.377
## HEX_CNS_D 0.752 0.059 12.728 0.000 0.462 0.462
## HEX_CNS_P 0.443 0.045 9.798 0.000 0.387 0.387
## HEX_CNS_P 0.705 0.062 11.373 0.000 0.397 0.397
## HEX_OPN_A 0.351 0.076 4.646 0.000 0.149 0.149
## HEX_OPN_I 0.323 0.068 4.763 0.000 0.151 0.151
## HEX_OPN_C 0.190 0.050 3.815 0.000 0.117 0.117
## HEX_OPN_U -0.115 0.047 -2.428 0.015 -0.084 -0.084
## HEX_HOH_GRE ~~
## HEX_HOH_M 0.415 0.036 11.618 0.000 0.615 0.615
## HEX_EMO_F -0.061 0.030 -2.053 0.040 -0.069 -0.069
## HEX_EMO_A -0.021 0.034 -0.613 0.540 -0.019 -0.019
## HEX_EMO_D -0.121 0.029 -4.250 0.000 -0.143 -0.143
## HEX_EMO_S -0.022 0.030 -0.726 0.468 -0.023 -0.023
## HEX_EXT_S -0.033 0.032 -1.052 0.293 -0.032 -0.032
## HEX_EXT_B -0.166 0.029 -5.829 0.000 -0.197 -0.197
## HEX_EXT_S -0.259 0.033 -7.824 0.000 -0.280 -0.280
## HEX_EXT_L -0.091 0.031 -2.952 0.003 -0.092 -0.092
## HEX_AGR_F 0.081 0.036 2.241 0.025 0.067 0.067
## HEX_AGR_G 0.089 0.025 3.540 0.000 0.116 0.116
## HEX_AGR_F 0.117 0.026 4.565 0.000 0.164 0.164
## HEX_AGR_P 0.141 0.028 5.093 0.000 0.171 0.171
## HEX_CNS_O 0.012 0.023 0.533 0.594 0.017 0.017
## HEX_CNS_D -0.026 0.023 -1.139 0.255 -0.036 -0.036
## HEX_CNS_P 0.014 0.017 0.804 0.421 0.027 0.027
## HEX_CNS_P 0.081 0.026 3.095 0.002 0.102 0.102
## HEX_OPN_A 0.029 0.034 0.840 0.401 0.027 0.027
## HEX_OPN_I 0.022 0.031 0.733 0.464 0.023 0.023
## HEX_OPN_C -0.036 0.022 -1.596 0.110 -0.050 -0.050
## HEX_OPN_U -0.001 0.021 -0.063 0.950 -0.002 -0.002
## HEX_HOH_MOD ~~
## HEX_EMO_F 0.126 0.033 3.854 0.000 0.135 0.135
## HEX_EMO_A 0.210 0.038 5.543 0.000 0.182 0.182
## HEX_EMO_D -0.076 0.030 -2.539 0.011 -0.086 -0.086
## HEX_EMO_S 0.178 0.034 5.255 0.000 0.181 0.181
## HEX_EXT_S -0.195 0.035 -5.513 0.000 -0.181 -0.181
## HEX_EXT_B -0.337 0.034 -9.893 0.000 -0.380 -0.380
## HEX_EXT_S -0.340 0.036 -9.527 0.000 -0.350 -0.350
## HEX_EXT_L -0.183 0.034 -5.396 0.000 -0.178 -0.178
## HEX_AGR_F -0.005 0.039 -0.135 0.892 -0.004 -0.004
## HEX_AGR_G 0.143 0.028 5.154 0.000 0.178 0.178
## HEX_AGR_F 0.131 0.027 4.780 0.000 0.175 0.175
## HEX_AGR_P 0.096 0.029 3.323 0.001 0.111 0.111
## HEX_CNS_O 0.046 0.025 1.812 0.070 0.059 0.059
## HEX_CNS_D -0.018 0.025 -0.713 0.476 -0.023 -0.023
## HEX_CNS_P 0.051 0.019 2.704 0.007 0.096 0.096
## HEX_CNS_P 0.171 0.029 5.878 0.000 0.206 0.206
## HEX_OPN_A 0.102 0.037 2.734 0.006 0.093 0.093
## HEX_OPN_I -0.005 0.033 -0.153 0.878 -0.005 -0.005
## HEX_OPN_C -0.030 0.024 -1.226 0.220 -0.039 -0.039
## HEX_OPN_U 0.022 0.023 0.962 0.336 0.035 0.035
## HEX_EMO_FEA ~~
## HEX_EMO_A 1.008 0.066 15.197 0.000 0.663 0.663
## HEX_EMO_D 0.531 0.049 10.944 0.000 0.451 0.451
## HEX_EMO_S 0.635 0.054 11.688 0.000 0.489 0.489
## HEX_EXT_S -0.353 0.050 -7.088 0.000 -0.248 -0.248
## HEX_EXT_B -0.418 0.045 -9.301 0.000 -0.357 -0.357
## HEX_EXT_S -0.206 0.044 -4.686 0.000 -0.160 -0.160
## HEX_EXT_L -0.372 0.048 -7.670 0.000 -0.274 -0.274
## HEX_AGR_F -0.364 0.056 -6.538 0.000 -0.220 -0.220
## HEX_AGR_G -0.110 0.037 -2.945 0.003 -0.103 -0.103
## HEX_AGR_F -0.171 0.038 -4.532 0.000 -0.173 -0.173
## HEX_AGR_P -0.264 0.041 -6.398 0.000 -0.232 -0.232
## HEX_CNS_O -0.052 0.035 -1.484 0.138 -0.050 -0.050
## HEX_CNS_D -0.160 0.035 -4.514 0.000 -0.159 -0.159
## HEX_CNS_P 0.069 0.026 2.618 0.009 0.097 0.097
## HEX_CNS_P -0.055 0.039 -1.437 0.151 -0.051 -0.051
## HEX_OPN_A -0.080 0.052 -1.561 0.119 -0.055 -0.055
## HEX_OPN_I -0.446 0.050 -8.847 0.000 -0.338 -0.338
## HEX_OPN_C -0.097 0.034 -2.840 0.005 -0.097 -0.097
## HEX_OPN_U -0.170 0.034 -4.995 0.000 -0.200 -0.200
## HEX_EMO_ANX ~~
## HEX_EMO_D 0.505 0.052 9.777 0.000 0.349 0.349
## HEX_EMO_S 0.594 0.057 10.387 0.000 0.371 0.371
## HEX_EXT_S -0.991 0.064 -15.394 0.000 -0.566 -0.566
## HEX_EXT_B -0.644 0.054 -11.951 0.000 -0.447 -0.447
## HEX_EXT_S -0.550 0.054 -10.164 0.000 -0.348 -0.348
## HEX_EXT_L -0.999 0.065 -15.346 0.000 -0.598 -0.598
## HEX_AGR_F -0.862 0.068 -12.724 0.000 -0.422 -0.422
## HEX_AGR_G -0.389 0.046 -8.457 0.000 -0.298 -0.298
## HEX_AGR_F -0.433 0.048 -9.039 0.000 -0.356 -0.356
## HEX_AGR_P -0.569 0.051 -11.216 0.000 -0.405 -0.405
## HEX_CNS_O -0.293 0.043 -6.883 0.000 -0.230 -0.230
## HEX_CNS_D -0.298 0.041 -7.179 0.000 -0.241 -0.241
## HEX_CNS_P 0.079 0.030 2.659 0.008 0.091 0.091
## HEX_CNS_P -0.274 0.045 -6.054 0.000 -0.203 -0.203
## HEX_OPN_A -0.069 0.059 -1.172 0.241 -0.038 -0.038
## HEX_OPN_I -0.341 0.054 -6.288 0.000 -0.210 -0.210
## HEX_OPN_C -0.093 0.039 -2.398 0.016 -0.076 -0.076
## HEX_OPN_U -0.007 0.037 -0.199 0.843 -0.007 -0.007
## HEX_EMO_DEP ~~
## HEX_EMO_S 0.717 0.054 13.315 0.000 0.579 0.579
## HEX_EXT_S 0.117 0.044 2.647 0.008 0.087 0.087
## HEX_EXT_B 0.197 0.038 5.184 0.000 0.176 0.176
## HEX_EXT_S 0.556 0.048 11.596 0.000 0.454 0.454
## HEX_EXT_L 0.123 0.043 2.883 0.004 0.095 0.095
## HEX_AGR_F 0.069 0.050 1.392 0.164 0.044 0.044
## HEX_AGR_G -0.048 0.034 -1.403 0.161 -0.047 -0.047
## HEX_AGR_F -0.038 0.034 -1.125 0.261 -0.040 -0.040
## HEX_AGR_P -0.174 0.037 -4.643 0.000 -0.160 -0.160
## HEX_CNS_O -0.046 0.033 -1.404 0.160 -0.046 -0.046
## HEX_CNS_D 0.047 0.032 1.450 0.147 0.049 0.049
## HEX_CNS_P 0.025 0.024 1.020 0.308 0.036 0.036
## HEX_CNS_P -0.190 0.037 -5.173 0.000 -0.182 -0.182
## HEX_OPN_A 0.007 0.048 0.143 0.886 0.005 0.005
## HEX_OPN_I -0.138 0.043 -3.195 0.001 -0.110 -0.110
## HEX_OPN_C 0.050 0.031 1.599 0.110 0.053 0.053
## HEX_OPN_U -0.024 0.030 -0.816 0.414 -0.030 -0.030
## HEX_EMO_SEN ~~
## HEX_EXT_S 0.124 0.049 2.551 0.011 0.083 0.083
## HEX_EXT_B 0.110 0.041 2.703 0.007 0.089 0.089
## HEX_EXT_S 0.387 0.047 8.176 0.000 0.286 0.286
## HEX_EXT_L 0.201 0.047 4.267 0.000 0.141 0.141
## HEX_AGR_F 0.288 0.056 5.148 0.000 0.165 0.165
## HEX_AGR_G 0.300 0.041 7.374 0.000 0.269 0.269
## HEX_AGR_F 0.126 0.038 3.335 0.001 0.121 0.121
## HEX_AGR_P 0.010 0.040 0.237 0.813 0.008 0.008
## HEX_CNS_O 0.083 0.036 2.316 0.021 0.077 0.077
## HEX_CNS_D 0.236 0.037 6.363 0.000 0.223 0.223
## HEX_CNS_P 0.257 0.031 8.355 0.000 0.346 0.346
## HEX_CNS_P 0.054 0.039 1.376 0.169 0.047 0.047
## HEX_OPN_A 0.414 0.055 7.497 0.000 0.271 0.271
## HEX_OPN_I 0.069 0.047 1.462 0.144 0.050 0.050
## HEX_OPN_C 0.273 0.038 7.259 0.000 0.260 0.260
## HEX_OPN_U 0.124 0.034 3.672 0.000 0.139 0.139
## HEX_EXT_SSE ~~
## HEX_EXT_B 0.762 0.055 13.918 0.000 0.564 0.564
## HEX_EXT_S 0.717 0.055 13.063 0.000 0.485 0.485
## HEX_EXT_L 1.379 0.073 18.971 0.000 0.882 0.882
## HEX_AGR_F 0.665 0.061 10.818 0.000 0.348 0.348
## HEX_AGR_G 0.345 0.043 8.075 0.000 0.282 0.282
## HEX_AGR_F 0.394 0.044 8.860 0.000 0.346 0.346
## HEX_AGR_P 0.459 0.046 9.965 0.000 0.350 0.350
## HEX_CNS_O 0.598 0.048 12.520 0.000 0.502 0.502
## HEX_CNS_D 0.727 0.048 15.070 0.000 0.630 0.630
## HEX_CNS_P 0.214 0.030 7.056 0.000 0.262 0.262
## HEX_CNS_P 0.569 0.047 12.141 0.000 0.451 0.451
## HEX_OPN_A 0.173 0.055 3.133 0.002 0.103 0.103
## HEX_OPN_I 0.293 0.050 5.812 0.000 0.193 0.193
## HEX_OPN_C 0.193 0.037 5.167 0.000 0.168 0.168
## HEX_OPN_U -0.002 0.034 -0.061 0.951 -0.002 -0.002
## HEX_EXT_BOL ~~
## HEX_EXT_S 0.929 0.061 15.129 0.000 0.763 0.763
## HEX_EXT_L 0.776 0.056 13.976 0.000 0.603 0.603
## HEX_AGR_F 0.431 0.051 8.387 0.000 0.274 0.274
## HEX_AGR_G 0.140 0.034 4.175 0.000 0.139 0.139
## HEX_AGR_F 0.171 0.034 5.040 0.000 0.182 0.182
## HEX_AGR_P 0.157 0.036 4.386 0.000 0.145 0.145
## HEX_CNS_O 0.213 0.033 6.383 0.000 0.217 0.217
## HEX_CNS_D 0.429 0.038 11.306 0.000 0.451 0.451
## HEX_CNS_P 0.055 0.023 2.345 0.019 0.081 0.081
## HEX_CNS_P 0.113 0.035 3.268 0.001 0.109 0.109
## HEX_OPN_A 0.299 0.048 6.255 0.000 0.216 0.216
## HEX_OPN_I 0.365 0.045 8.186 0.000 0.292 0.292
## HEX_OPN_C 0.311 0.035 8.844 0.000 0.329 0.329
## HEX_OPN_U 0.154 0.030 5.093 0.000 0.192 0.192
## HEX_EXT_SOC ~~
## HEX_EXT_L 0.892 0.060 14.856 0.000 0.632 0.632
## HEX_AGR_F 0.724 0.060 12.137 0.000 0.420 0.420
## HEX_AGR_G 0.376 0.041 9.198 0.000 0.340 0.340
## HEX_AGR_F 0.346 0.041 8.499 0.000 0.337 0.337
## HEX_AGR_P 0.260 0.040 6.528 0.000 0.219 0.219
## HEX_CNS_O 0.135 0.034 3.926 0.000 0.126 0.126
## HEX_CNS_D 0.335 0.037 9.024 0.000 0.321 0.321
## HEX_CNS_P 0.027 0.025 1.096 0.273 0.037 0.037
## HEX_CNS_P -0.076 0.037 -2.043 0.041 -0.067 -0.067
## HEX_OPN_A 0.216 0.050 4.296 0.000 0.143 0.143
## HEX_OPN_I 0.214 0.045 4.724 0.000 0.156 0.156
## HEX_OPN_C 0.232 0.035 6.647 0.000 0.224 0.224
## HEX_OPN_U 0.074 0.031 2.371 0.018 0.085 0.085
## HEX_EXT_LIV ~~
## HEX_AGR_F 0.774 0.062 12.453 0.000 0.425 0.425
## HEX_AGR_G 0.450 0.044 10.169 0.000 0.385 0.385
## HEX_AGR_F 0.467 0.046 10.151 0.000 0.430 0.430
## HEX_AGR_P 0.503 0.046 10.907 0.000 0.401 0.401
## HEX_CNS_O 0.542 0.046 11.830 0.000 0.476 0.476
## HEX_CNS_D 0.668 0.047 14.225 0.000 0.606 0.606
## HEX_CNS_P 0.164 0.028 5.821 0.000 0.212 0.212
## HEX_CNS_P 0.405 0.043 9.405 0.000 0.336 0.336
## HEX_OPN_A 0.178 0.053 3.363 0.001 0.112 0.112
## HEX_OPN_I 0.266 0.048 5.511 0.000 0.184 0.184
## HEX_OPN_C 0.193 0.036 5.370 0.000 0.176 0.176
## HEX_OPN_U -0.011 0.033 -0.321 0.748 -0.011 -0.011
## HEX_AGR_FOR ~~
## HEX_AGR_G 0.900 0.062 14.561 0.000 0.631 0.631
## HEX_AGR_F 0.699 0.058 12.023 0.000 0.527 0.527
## HEX_AGR_P 0.858 0.059 14.655 0.000 0.562 0.562
## HEX_CNS_O 0.127 0.043 2.977 0.003 0.092 0.092
## HEX_CNS_D 0.240 0.043 5.591 0.000 0.178 0.178
## HEX_CNS_P 0.035 0.031 1.132 0.258 0.037 0.037
## HEX_CNS_P 0.147 0.047 3.148 0.002 0.100 0.100
## HEX_OPN_A 0.304 0.063 4.826 0.000 0.156 0.156
## HEX_OPN_I 0.301 0.057 5.315 0.000 0.170 0.170
## HEX_OPN_C 0.191 0.042 4.584 0.000 0.143 0.143
## HEX_OPN_U 0.077 0.039 1.970 0.049 0.068 0.068
## HEX_AGR_GEN ~~
## HEX_AGR_F 0.608 0.050 12.206 0.000 0.716 0.716
## HEX_AGR_P 0.634 0.047 13.475 0.000 0.647 0.647
## HEX_CNS_O 0.116 0.030 3.912 0.000 0.131 0.131
## HEX_CNS_D 0.197 0.031 6.452 0.000 0.228 0.228
## HEX_CNS_P 0.083 0.022 3.773 0.000 0.137 0.137
## HEX_CNS_P 0.150 0.033 4.586 0.000 0.159 0.159
## HEX_OPN_A 0.272 0.045 6.101 0.000 0.218 0.218
## HEX_OPN_I 0.226 0.040 5.694 0.000 0.200 0.200
## HEX_OPN_C 0.149 0.029 5.077 0.000 0.173 0.173
## HEX_OPN_U 0.127 0.028 4.529 0.000 0.174 0.174
## HEX_AGR_FLX ~~
## HEX_AGR_P 0.629 0.050 12.705 0.000 0.690 0.690
## HEX_CNS_O 0.264 0.033 7.908 0.000 0.319 0.319
## HEX_CNS_D 0.247 0.032 7.744 0.000 0.308 0.308
## HEX_CNS_P 0.103 0.022 4.615 0.000 0.183 0.183
## HEX_CNS_P 0.297 0.036 8.291 0.000 0.340 0.340
## HEX_OPN_A 0.305 0.045 6.736 0.000 0.263 0.263
## HEX_OPN_I 0.214 0.039 5.409 0.000 0.202 0.202
## HEX_OPN_C 0.160 0.029 5.433 0.000 0.201 0.201
## HEX_OPN_U 0.111 0.027 4.030 0.000 0.164 0.164
## HEX_AGR_PAT ~~
## HEX_CNS_O 0.173 0.032 5.347 0.000 0.181 0.181
## HEX_CNS_D 0.214 0.032 6.620 0.000 0.231 0.231
## HEX_CNS_P 0.109 0.024 4.547 0.000 0.166 0.166
## HEX_CNS_P 0.409 0.039 10.546 0.000 0.404 0.404
## HEX_OPN_A 0.273 0.047 5.824 0.000 0.204 0.204
## HEX_OPN_I 0.268 0.042 6.325 0.000 0.221 0.221
## HEX_OPN_C 0.147 0.031 4.764 0.000 0.160 0.160
## HEX_OPN_U 0.115 0.029 3.897 0.000 0.147 0.147
## HEX_CNS_ORG ~~
## HEX_CNS_D 0.560 0.041 13.546 0.000 0.666 0.666
## HEX_CNS_P 0.344 0.031 11.104 0.000 0.581 0.581
## HEX_CNS_P 0.677 0.047 14.371 0.000 0.737 0.737
## HEX_OPN_A 0.119 0.041 2.909 0.004 0.098 0.098
## HEX_OPN_I 0.141 0.037 3.828 0.000 0.128 0.128
## HEX_OPN_C 0.023 0.027 0.880 0.379 0.028 0.028
## HEX_OPN_U -0.059 0.026 -2.301 0.021 -0.083 -0.083
## HEX_CNS_DIL ~~
## HEX_CNS_P 0.414 0.033 12.575 0.000 0.721 0.721
## HEX_CNS_P 0.601 0.041 14.642 0.000 0.676 0.676
## HEX_OPN_A 0.289 0.042 6.890 0.000 0.245 0.245
## HEX_OPN_I 0.345 0.039 8.803 0.000 0.322 0.322
## HEX_OPN_C 0.207 0.029 7.190 0.000 0.255 0.255
## HEX_OPN_U 0.093 0.026 3.608 0.000 0.135 0.135
## HEX_CNS_PER ~~
## HEX_CNS_P 0.398 0.033 12.062 0.000 0.635 0.635
## HEX_OPN_A 0.256 0.034 7.648 0.000 0.308 0.308
## HEX_OPN_I 0.206 0.030 6.971 0.000 0.273 0.273
## HEX_OPN_C 0.167 0.023 7.333 0.000 0.292 0.292
## HEX_OPN_U 0.115 0.021 5.575 0.000 0.237 0.237
## HEX_CNS_PRU ~~
## HEX_OPN_A 0.220 0.045 4.851 0.000 0.171 0.171
## HEX_OPN_I 0.262 0.041 6.344 0.000 0.224 0.224
## HEX_OPN_C 0.056 0.029 1.923 0.054 0.064 0.064
## HEX_OPN_U 0.019 0.028 0.677 0.498 0.025 0.025
## HEX_OPN_AES ~~
## HEX_OPN_I 1.039 0.068 15.246 0.000 0.669 0.669
## HEX_OPN_C 0.919 0.062 14.758 0.000 0.783 0.783
## HEX_OPN_U 0.759 0.058 13.077 0.000 0.762 0.762
## HEX_OPN_INQ ~~
## HEX_OPN_C 0.514 0.045 11.437 0.000 0.483 0.483
## HEX_OPN_U 0.596 0.049 12.098 0.000 0.660 0.660
## HEX_OPN_CRE ~~
## HEX_OPN_U 0.456 0.040 11.404 0.000 0.667 0.667
## .NFP_INF ~~
## .NFP_PSY 0.168 0.026 6.499 0.000 0.620 0.620
## .NFP_PHY 0.260 0.030 8.576 0.000 0.504 0.504
## .NFP_SOC 0.067 0.026 2.569 0.010 0.220 0.220
## .NFP_GOV 0.597 0.043 13.826 0.000 0.759 0.759
## .NFP_COM 0.441 0.035 12.491 0.000 0.933 0.933
## .NFP_ANO 0.446 0.041 10.821 0.000 0.966 0.966
## .NFP_GEN 0.568 0.040 14.329 0.000 0.893 0.893
## .NFP_PSY ~~
## .NFP_PHY 0.148 0.027 5.490 0.000 0.566 0.566
## .NFP_SOC 0.110 0.025 4.438 0.000 0.717 0.717
## .NFP_GOV 0.106 0.032 3.320 0.001 0.266 0.266
## .NFP_COM 0.070 0.021 3.340 0.001 0.291 0.291
## .NFP_ANO 0.124 0.030 4.082 0.000 0.530 0.530
## .NFP_GEN 0.146 0.029 5.116 0.000 0.453 0.453
## .NFP_PHY ~~
## .NFP_SOC 0.034 0.032 1.058 0.290 0.115 0.115
## .NFP_GOV 0.260 0.039 6.700 0.000 0.342 0.342
## .NFP_COM 0.161 0.025 6.444 0.000 0.353 0.353
## .NFP_ANO 0.168 0.036 4.648 0.000 0.376 0.376
## .NFP_GEN 0.226 0.033 6.808 0.000 0.369 0.369
## .NFP_SOC ~~
## .NFP_GOV 0.031 0.035 0.901 0.367 0.070 0.070
## .NFP_COM 0.062 0.022 2.839 0.005 0.231 0.231
## .NFP_ANO 0.084 0.033 2.579 0.010 0.321 0.321
## .NFP_GEN 0.080 0.030 2.654 0.008 0.221 0.221
## .NFP_GOV ~~
## .NFP_COM 0.616 0.046 13.322 0.000 0.886 0.886
## .NFP_ANO 0.626 0.055 11.442 0.000 0.920 0.920
## .NFP_GEN 0.652 0.046 14.061 0.000 0.696 0.696
## .NFP_COM ~~
## .NFP_ANO 0.434 0.041 10.581 0.000 1.063 1.063
## .NFP_GEN 0.468 0.037 12.531 0.000 0.833 0.833
## .NFP_ANO ~~
## .NFP_GEN 0.471 0.045 10.549 0.000 0.857 0.857
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .HEX_HOH_SIN_01 1.120 0.059 19.047 0.000 1.120 0.387
## .HEX_HOH_SIN_02 1.932 0.080 24.193 0.000 1.932 0.592
## .HEX_HOH_SIN_03 0.870 0.052 16.871 0.000 0.870 0.333
## .HEX_HOH_SIN_04 2.170 0.086 25.282 0.000 2.170 0.671
## .HEX_HOH_FAI_01 1.156 0.065 17.869 0.000 1.156 0.263
## .HEX_HOH_FAI_02 1.308 0.055 23.706 0.000 1.308 0.456
## .HEX_HOH_FAI_03 1.505 0.062 24.330 0.000 1.505 0.495
## .HEX_HOH_FAI_04 1.073 0.055 19.334 0.000 1.073 0.296
## .HEX_HOH_GRE_01 2.510 0.094 26.605 0.000 2.510 0.796
## .HEX_HOH_GRE_02 1.629 0.074 22.154 0.000 1.629 0.471
## .HEX_HOH_GRE_03 1.139 0.062 18.414 0.000 1.139 0.354
## .HEX_HOH_GRE_04 1.184 0.064 18.432 0.000 1.184 0.354
## .HEX_HOH_MOD_01 1.277 0.052 24.453 0.000 1.277 0.643
## .HEX_HOH_MOD_02 1.787 0.069 25.897 0.000 1.787 0.756
## .HEX_HOH_MOD_03 1.096 0.051 21.556 0.000 1.096 0.499
## .HEX_HOH_MOD_04 0.967 0.055 17.621 0.000 0.967 0.381
## .HEX_EMO_FEA_01 1.680 0.075 22.353 0.000 1.680 0.576
## .HEX_EMO_FEA_02 2.090 0.083 25.303 0.000 2.090 0.740
## .HEX_EMO_FEA_03 1.731 0.078 22.290 0.000 1.731 0.574
## .HEX_EMO_FEA_04 1.925 0.081 23.727 0.000 1.925 0.641
## .HEX_EMO_ANX_01 1.096 0.054 20.350 0.000 1.096 0.369
## .HEX_EMO_ANX_02 1.284 0.060 21.317 0.000 1.284 0.401
## .HEX_EMO_ANX_03 2.296 0.090 25.414 0.000 2.296 0.635
## .HEX_EMO_ANX_04 1.311 0.054 24.484 0.000 1.311 0.559
## .HEX_EMO_DEP_01 1.509 0.064 23.721 0.000 1.509 0.574
## .HEX_EMO_DEP_02 1.716 0.067 25.725 0.000 1.716 0.717
## .HEX_EMO_DEP_03 1.217 0.055 22.001 0.000 1.217 0.494
## .HEX_EMO_DEP_04 1.667 0.070 23.895 0.000 1.667 0.584
## .HEX_EMO_SEN_01 1.573 0.071 22.054 0.000 1.573 0.535
## .HEX_EMO_SEN_02 0.962 0.046 20.846 0.000 0.962 0.489
## .HEX_EMO_SEN_03 1.220 0.052 23.650 0.000 1.220 0.611
## .HEX_EMO_SEN_04 1.912 0.077 24.950 0.000 1.912 0.692
## .HEX_EXT_SSE_01 0.957 0.045 21.124 0.000 0.957 0.369
## .HEX_EXT_SSE_02 0.961 0.036 26.386 0.000 0.961 0.716
## .HEX_EXT_SSE_03 1.681 0.068 24.862 0.000 1.681 0.558
## .HEX_EXT_SSE_04 1.423 0.067 21.311 0.000 1.423 0.375
## .HEX_EXT_BOL_01 1.949 0.077 25.302 0.000 1.949 0.637
## .HEX_EXT_BOL_02 1.092 0.054 20.254 0.000 1.092 0.380
## .HEX_EXT_BOL_03 1.153 0.056 20.530 0.000 1.153 0.388
## .HEX_EXT_BOL_04 2.387 0.091 26.129 0.000 2.387 0.720
## .HEX_EXT_SOC_01 1.958 0.075 26.149 0.000 1.958 0.595
## .HEX_EXT_SOC_02 1.093 0.046 23.615 0.000 1.093 0.394
## .HEX_EXT_SOC_03 1.304 0.054 24.076 0.000 1.304 0.418
## .HEX_EXT_SOC_04 1.322 0.053 24.960 0.000 1.322 0.476
## .HEX_EXT_LIV_01 1.549 0.063 24.532 0.000 1.549 0.509
## .HEX_EXT_LIV_02 0.803 0.041 19.532 0.000 0.803 0.311
## .HEX_EXT_LIV_03 1.802 0.069 26.304 0.000 1.802 0.683
## .HEX_EXT_LIV_04 1.559 0.062 24.998 0.000 1.559 0.545
## .HEX_AGR_FOR_01 0.776 0.046 16.776 0.000 0.776 0.259
## .HEX_AGR_FOR_02 0.841 0.045 18.722 0.000 0.841 0.300
## .HEX_AGR_FOR_03 1.146 0.042 27.180 0.000 1.146 0.842
## .HEX_AGR_FOR_04 1.224 0.054 22.780 0.000 1.224 0.427
## .HEX_AGR_GEN_01 1.921 0.077 25.073 0.000 1.921 0.678
## .HEX_AGR_GEN_02 0.919 0.043 21.515 0.000 0.919 0.486
## .HEX_AGR_GEN_03 1.098 0.051 21.731 0.000 1.098 0.495
## .HEX_AGR_GEN_04 1.252 0.053 23.718 0.000 1.252 0.588
## .HEX_AGR_FLX_01 2.413 0.095 25.493 0.000 2.413 0.753
## .HEX_AGR_FLX_02 1.436 0.057 25.362 0.000 1.436 0.744
## .HEX_AGR_FLX_03 1.390 0.062 22.276 0.000 1.390 0.577
## .HEX_AGR_FLX_04 1.356 0.061 22.413 0.000 1.356 0.582
## .HEX_AGR_PAT_01 1.265 0.056 22.732 0.000 1.265 0.546
## .HEX_AGR_PAT_02 1.691 0.070 24.310 0.000 1.691 0.633
## .HEX_AGR_PAT_03 1.144 0.052 21.874 0.000 1.144 0.509
## .HEX_AGR_PAT_04 1.511 0.068 22.228 0.000 1.511 0.524
## .HEX_CNS_ORG_01 1.903 0.075 25.471 0.000 1.903 0.687
## .HEX_CNS_ORG_02 1.047 0.044 24.038 0.000 1.047 0.581
## .HEX_CNS_ORG_03 1.474 0.066 22.271 0.000 1.474 0.490
## .HEX_CNS_ORG_04 1.041 0.057 18.241 0.000 1.041 0.360
## .HEX_CNS_DIL_01 1.172 0.048 24.477 0.000 1.172 0.590
## .HEX_CNS_DIL_02 0.892 0.039 23.032 0.000 0.892 0.507
## .HEX_CNS_DIL_03 1.273 0.055 23.215 0.000 1.273 0.516
## .HEX_CNS_DIL_04 1.469 0.060 24.342 0.000 1.469 0.581
## .HEX_CNS_PER_01 1.342 0.052 25.676 0.000 1.342 0.769
## .HEX_CNS_PER_02 0.775 0.038 20.568 0.000 0.775 0.519
## .HEX_CNS_PER_03 0.715 0.032 22.297 0.000 0.715 0.579
## .HEX_CNS_PER_04 2.701 0.102 26.607 0.000 2.701 0.851
## .HEX_CNS_PRU_01 1.103 0.048 22.897 0.000 1.103 0.532
## .HEX_CNS_PRU_02 0.935 0.043 21.710 0.000 0.935 0.483
## .HEX_CNS_PRU_03 1.460 0.057 25.726 0.000 1.460 0.717
## .HEX_CNS_PRU_04 1.394 0.056 25.011 0.000 1.394 0.657
## .HEX_OPN_AES_01 1.393 0.069 20.077 0.000 1.393 0.449
## .HEX_OPN_AES_02 2.491 0.104 23.875 0.000 2.491 0.600
## .HEX_OPN_AES_03 2.243 0.092 24.295 0.000 2.243 0.625
## .HEX_OPN_AES_04 1.807 0.068 26.656 0.000 1.807 0.827
## .HEX_OPN_INQ_01 1.465 0.069 21.095 0.000 1.465 0.510
## .HEX_OPN_INQ_02 1.557 0.069 22.704 0.000 1.557 0.576
## .HEX_OPN_INQ_03 1.797 0.080 22.392 0.000 1.797 0.562
## .HEX_OPN_INQ_04 2.165 0.091 23.920 0.000 2.165 0.638
## .HEX_OPN_CRE_01 1.996 0.078 25.738 0.000 1.996 0.713
## .HEX_OPN_CRE_02 1.263 0.062 20.222 0.000 1.263 0.416
## .HEX_OPN_CRE_03 1.345 0.056 23.918 0.000 1.345 0.575
## .HEX_OPN_CRE_04 1.434 0.074 19.489 0.000 1.434 0.394
## .HEX_OPN_UNC_01 1.936 0.076 25.397 0.000 1.936 0.770
## .HEX_OPN_UNC_02 1.272 0.051 24.761 0.000 1.272 0.729
## .HEX_OPN_UNC_03 2.428 0.092 26.409 0.000 2.428 0.847
## .HEX_OPN_UNC_04 1.698 0.085 20.036 0.000 1.698 0.544
## .NFP_INF_01 1.229 0.048 25.684 0.000 1.229 0.616
## .NFP_INF_02 0.858 0.035 24.717 0.000 0.858 0.570
## .NFP_INF_03 0.793 0.033 23.895 0.000 0.793 0.527
## .NFP_INF_04 1.086 0.043 25.149 0.000 1.086 0.580
## .NFP_PSY_01 1.344 0.054 24.948 0.000 1.344 0.619
## .NFP_PSY_02 1.487 0.060 24.826 0.000 1.487 0.610
## .NFP_PSY_03 1.001 0.054 18.525 0.000 1.001 0.358
## .NFP_PSY_04 1.816 0.069 26.245 0.000 1.816 0.742
## .NFP_PHY_01 0.792 0.042 18.974 0.000 0.792 0.367
## .NFP_PHY_02 1.528 0.062 24.798 0.000 1.528 0.619
## .NFP_PHY_03 1.809 0.076 23.945 0.000 1.809 0.561
## .NFP_PHY_04 1.081 0.045 24.252 0.000 1.081 0.581
## .NFP_SOC_01 1.499 0.058 25.671 0.000 1.499 0.488
## .NFP_SOC_02 1.582 0.061 25.967 0.000 1.582 0.581
## .NFP_SOC_03 1.567 0.063 24.943 0.000 1.567 0.458
## .NFP_SOC_04 1.222 0.045 27.302 0.000 1.222 0.696
## .NFP_GOV_01 0.928 0.042 22.129 0.000 0.928 0.382
## .NFP_GOV_02 0.979 0.044 22.418 0.000 0.979 0.394
## .NFP_GOV_03 1.323 0.056 23.730 0.000 1.323 0.456
## .NFP_GOV_04 1.185 0.050 23.837 0.000 1.185 0.464
## .NFP_COM_01 1.878 0.070 26.959 0.000 1.878 0.783
## .NFP_COM_02 1.701 0.064 26.742 0.000 1.701 0.746
## .NFP_COM_03 1.046 0.044 23.676 0.000 1.046 0.469
## .NFP_COM_04 0.711 0.035 20.519 0.000 0.711 0.358
## .NFP_ANO_01 2.903 0.106 27.274 0.000 2.903 0.793
## .NFP_ANO_02 1.588 0.064 24.750 0.000 1.588 0.750
## .NFP_ANO_03 1.574 0.057 27.746 0.000 1.574 0.905
## .NFP_ANO_04 1.803 0.075 24.130 0.000 1.803 0.674
## .NFP_GEN_01 0.861 0.036 23.865 0.000 0.861 0.442
## .NFP_GEN_02 0.400 0.020 20.142 0.000 0.400 0.295
## .NFP_GEN_03 1.543 0.060 25.805 0.000 1.543 0.603
## .NFP_GEN_04 0.425 0.020 21.146 0.000 0.425 0.324
## HEX_HOH_SIN 1.775 0.105 16.911 0.000 1.000 1.000
## HEX_HOH_FAI 3.245 0.160 20.246 0.000 1.000 1.000
## HEX_HOH_GRE 0.644 0.074 8.700 0.000 1.000 1.000
## HEX_HOH_MOD 0.708 0.060 11.799 0.000 1.000 1.000
## HEX_EMO_FEA 1.236 0.097 12.796 0.000 1.000 1.000
## HEX_EMO_ANX 1.871 0.106 17.728 0.000 1.000 1.000
## HEX_EMO_DEP 1.121 0.084 13.314 0.000 1.000 1.000
## HEX_EMO_SEN 1.367 0.099 13.780 0.000 1.000 1.000
## HEX_EXT_SSE 1.638 0.091 17.906 0.000 1.000 1.000
## HEX_EXT_BOL 1.113 0.091 12.271 0.000 1.000 1.000
## HEX_EXT_SOC 1.334 0.098 13.555 0.000 1.000 1.000
## HEX_EXT_LIV 1.492 0.099 15.134 0.000 1.000 1.000
## HEX_AGR_FOR 2.223 0.110 20.148 0.000 1.000 1.000
## HEX_AGR_GEN 0.914 0.082 11.151 0.000 1.000 1.000
## HEX_AGR_FLX 0.790 0.085 9.328 0.000 1.000 1.000
## HEX_AGR_PAT 1.051 0.077 13.704 0.000 1.000 1.000
## HEX_CNS_ORG 0.868 0.078 11.074 0.000 1.000 1.000
## HEX_CNS_DIL 0.815 0.062 13.148 0.000 1.000 1.000
## HEX_CNS_PER 0.404 0.045 8.993 0.000 1.000 1.000
## HEX_CNS_PRU 0.971 0.069 14.122 0.000 1.000 1.000
## HEX_OPN_AES 1.712 0.111 15.480 0.000 1.000 1.000
## HEX_OPN_INQ 1.408 0.100 14.135 0.000 1.000 1.000
## HEX_OPN_CRE 0.805 0.077 10.521 0.000 1.000 1.000
## HEX_OPN_UNC 0.579 0.066 8.829 0.000 1.000 1.000
## .NFP_INF 0.534 0.048 11.110 0.000 0.698 0.698
## .NFP_PSY 0.137 0.033 4.116 0.000 0.166 0.166
## .NFP_PHY 0.498 0.049 10.210 0.000 0.365 0.365
## .NFP_SOC -0.173 0.045 -3.860 0.000 -0.110 -0.110
## .NFP_GOV 1.160 0.076 15.358 0.000 0.772 0.772
## .NFP_COM 0.417 0.048 8.754 0.000 0.801 0.801
## .NFP_ANO 0.399 0.069 5.806 0.000 0.528 0.528
## .NFP_GEN 0.756 0.056 13.621 0.000 0.696 0.696As expected, the fit was poor. Will hence report results of regular multiple regression.
## lavaan 0.6.15 ended normally after 65 iterations
##
## Estimator ML
## Optimization method NLMINB
## Number of model parameters 284
##
## Used Total
## Number of observations 1553 1559
##
## Model Test User Model:
##
## Test statistic 0.000
## Degrees of freedom 0
##
## Model Test Baseline Model:
##
## Test statistic 9029.747
## Degrees of freedom 276
## P-value 0.000
##
## User Model versus Baseline Model:
##
## Comparative Fit Index (CFI) 1.000
## Tucker-Lewis Index (TLI) 1.000
##
## Loglikelihood and Information Criteria:
##
## Loglikelihood user model (H0) -14857.892
## Loglikelihood unrestricted model (H1) -14857.892
##
## Akaike (AIC) 30283.783
## Bayesian (BIC) 31802.599
## Sample-size adjusted Bayesian (SABIC) 30900.397
##
## Root Mean Square Error of Approximation:
##
## RMSEA 0.000
## 90 Percent confidence interval - lower 0.000
## 90 Percent confidence interval - upper 0.000
## P-value H_0: RMSEA <= 0.050 NA
## P-value H_0: RMSEA >= 0.080 NA
##
## Standardized Root Mean Square Residual:
##
## SRMR 0.000
##
## Parameter Estimates:
##
## Standard errors Standard
## Information Expected
## Information saturated (h1) model Structured
##
## Regressions:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## NFP_INF_M ~
## HEX_HOH_SIN_M 0.013 0.021 0.636 0.525 0.013 0.018
## HEX_HOH_FAI_M 0.037 0.019 1.910 0.056 0.037 0.058
## HEX_HOH_GRE_M -0.036 0.020 -1.824 0.068 -0.036 -0.051
## HEX_HOH_MOD_M 0.041 0.026 1.595 0.111 0.041 0.047
## HEX_EMO_FEA_M 0.057 0.025 2.305 0.021 0.057 0.071
## HEX_EMO_ANX_M -0.020 0.025 -0.797 0.426 -0.020 -0.027
## HEX_EMO_DEP_M -0.125 0.025 -5.053 0.000 -0.125 -0.149
## HEX_EMO_SEN_M 0.046 0.027 1.705 0.088 0.046 0.053
## HEX_EXT_SSE_M 0.009 0.028 0.306 0.759 0.009 0.011
## HEX_EXT_BOL_M -0.063 0.025 -2.539 0.011 -0.063 -0.085
## HEX_EXT_SOC_M -0.069 0.026 -2.659 0.008 -0.069 -0.095
## HEX_EXT_LIV_M -0.094 0.029 -3.228 0.001 -0.094 -0.122
## HEX_AGR_FOR_M -0.064 0.024 -2.686 0.007 -0.064 -0.081
## HEX_AGR_GEN_M 0.032 0.028 1.121 0.262 0.032 0.036
## HEX_AGR_FLX_M -0.087 0.028 -3.131 0.002 -0.087 -0.095
## HEX_AGR_PAT_M 0.015 0.026 0.600 0.548 0.015 0.019
## HEX_CNS_ORG_M 0.015 0.025 0.615 0.539 0.015 0.019
## HEX_CNS_DIL_M 0.042 0.031 1.365 0.172 0.042 0.048
## HEX_CNS_PER_M 0.135 0.031 4.278 0.000 0.135 0.126
## HEX_CNS_PRU_M 0.025 0.030 0.815 0.415 0.025 0.026
## HEX_OPN_AES_M 0.027 0.025 1.092 0.275 0.027 0.035
## HEX_OPN_INQ_M -0.007 0.023 -0.321 0.748 -0.007 -0.010
## HEX_OPN_CRE_M 0.035 0.023 1.518 0.129 0.035 0.047
## HEX_OPN_UNC_M 0.028 0.028 0.992 0.321 0.028 0.030
## age 0.020 0.015 1.269 0.204 0.020 0.032
## male 0.079 0.055 1.438 0.151 0.079 0.039
## white -0.236 0.059 -4.021 0.000 -0.236 -0.098
## relation -0.066 0.051 -1.291 0.197 -0.066 -0.032
## college -0.128 0.055 -2.337 0.019 -0.128 -0.059
## income -0.039 0.036 -1.089 0.276 -0.039 -0.029
## conserv 0.059 0.014 4.097 0.000 0.059 0.105
## NFP_PSY_M ~
## HEX_HOH_SIN_M -0.001 0.020 -0.028 0.978 -0.001 -0.001
## HEX_HOH_FAI_M -0.015 0.018 -0.799 0.425 -0.015 -0.020
## HEX_HOH_GRE_M -0.030 0.019 -1.586 0.113 -0.030 -0.036
## HEX_HOH_MOD_M -0.105 0.025 -4.248 0.000 -0.105 -0.103
## HEX_EMO_FEA_M 0.097 0.023 4.146 0.000 0.097 0.104
## HEX_EMO_ANX_M 0.002 0.024 0.097 0.923 0.002 0.003
## HEX_EMO_DEP_M -0.443 0.024 -18.752 0.000 -0.443 -0.454
## HEX_EMO_SEN_M -0.034 0.025 -1.349 0.177 -0.034 -0.034
## HEX_EXT_SSE_M -0.113 0.027 -4.215 0.000 -0.113 -0.124
## HEX_EXT_BOL_M -0.154 0.024 -6.476 0.000 -0.154 -0.177
## HEX_EXT_SOC_M -0.045 0.025 -1.847 0.065 -0.045 -0.054
## HEX_EXT_LIV_M -0.101 0.028 -3.632 0.000 -0.101 -0.112
## HEX_AGR_FOR_M -0.012 0.023 -0.528 0.598 -0.012 -0.013
## HEX_AGR_GEN_M 0.033 0.027 1.244 0.213 0.033 0.033
## HEX_AGR_FLX_M -0.158 0.026 -6.008 0.000 -0.158 -0.149
## HEX_AGR_PAT_M 0.044 0.024 1.813 0.070 0.044 0.046
## HEX_CNS_ORG_M 0.001 0.024 0.028 0.978 0.001 0.001
## HEX_CNS_DIL_M 0.020 0.029 0.677 0.498 0.020 0.019
## HEX_CNS_PER_M 0.061 0.030 2.023 0.043 0.061 0.049
## HEX_CNS_PRU_M -0.071 0.029 -2.471 0.013 -0.071 -0.065
## HEX_OPN_AES_M 0.057 0.024 2.391 0.017 0.057 0.063
## HEX_OPN_INQ_M -0.001 0.022 -0.041 0.967 -0.001 -0.001
## HEX_OPN_CRE_M -0.023 0.022 -1.039 0.299 -0.023 -0.026
## HEX_OPN_UNC_M -0.056 0.027 -2.108 0.035 -0.056 -0.051
## age 0.006 0.015 0.423 0.672 0.006 0.009
## male 0.116 0.052 2.222 0.026 0.116 0.050
## white -0.105 0.056 -1.874 0.061 -0.105 -0.037
## relation 0.019 0.048 0.390 0.697 0.019 0.008
## college 0.041 0.052 0.793 0.428 0.041 0.017
## income 0.053 0.034 1.577 0.115 0.053 0.035
## conserv 0.054 0.014 3.971 0.000 0.054 0.083
## NFP_PHY_M ~
## HEX_HOH_SIN_M -0.025 0.020 -1.226 0.220 -0.025 -0.028
## HEX_HOH_FAI_M -0.045 0.019 -2.357 0.018 -0.045 -0.059
## HEX_HOH_GRE_M -0.001 0.019 -0.039 0.969 -0.001 -0.001
## HEX_HOH_MOD_M -0.008 0.026 -0.313 0.754 -0.008 -0.008
## HEX_EMO_FEA_M 0.114 0.025 4.667 0.000 0.114 0.119
## HEX_EMO_ANX_M 0.050 0.025 2.015 0.044 0.050 0.057
## HEX_EMO_DEP_M -0.034 0.025 -1.378 0.168 -0.034 -0.034
## HEX_EMO_SEN_M 0.003 0.027 0.115 0.909 0.003 0.003
## HEX_EXT_SSE_M -0.044 0.028 -1.575 0.115 -0.044 -0.047
## HEX_EXT_BOL_M -0.078 0.025 -3.142 0.002 -0.078 -0.087
## HEX_EXT_SOC_M -0.319 0.026 -12.448 0.000 -0.319 -0.369
## HEX_EXT_LIV_M -0.052 0.029 -1.790 0.073 -0.052 -0.056
## HEX_AGR_FOR_M -0.102 0.024 -4.340 0.000 -0.102 -0.108
## HEX_AGR_GEN_M 0.074 0.028 2.639 0.008 0.074 0.070
## HEX_AGR_FLX_M -0.132 0.027 -4.819 0.000 -0.132 -0.121
## HEX_AGR_PAT_M -0.014 0.025 -0.558 0.577 -0.014 -0.014
## HEX_CNS_ORG_M 0.033 0.025 1.321 0.187 0.033 0.034
## HEX_CNS_DIL_M 0.033 0.031 1.087 0.277 0.033 0.031
## HEX_CNS_PER_M 0.126 0.031 4.043 0.000 0.126 0.099
## HEX_CNS_PRU_M -0.019 0.030 -0.635 0.526 -0.019 -0.017
## HEX_OPN_AES_M 0.009 0.025 0.355 0.723 0.009 0.010
## HEX_OPN_INQ_M -0.059 0.023 -2.588 0.010 -0.059 -0.065
## HEX_OPN_CRE_M 0.033 0.023 1.417 0.157 0.033 0.036
## HEX_OPN_UNC_M 0.040 0.028 1.443 0.149 0.040 0.036
## age -0.042 0.015 -2.734 0.006 -0.042 -0.058
## male 0.015 0.054 0.280 0.779 0.015 0.006
## white 0.149 0.058 2.557 0.011 0.149 0.052
## relation -0.030 0.051 -0.596 0.551 -0.030 -0.012
## college -0.001 0.054 -0.021 0.984 -0.001 -0.000
## income -0.019 0.035 -0.533 0.594 -0.019 -0.012
## conserv 0.055 0.014 3.835 0.000 0.055 0.081
## NFP_SOC_M ~
## HEX_HOH_SIN_M -0.008 0.016 -0.514 0.607 -0.008 -0.009
## HEX_HOH_FAI_M -0.023 0.015 -1.516 0.129 -0.023 -0.028
## HEX_HOH_GRE_M -0.018 0.015 -1.153 0.249 -0.018 -0.020
## HEX_HOH_MOD_M -0.046 0.020 -2.264 0.024 -0.046 -0.041
## HEX_EMO_FEA_M 0.017 0.019 0.870 0.384 0.017 0.016
## HEX_EMO_ANX_M -0.014 0.020 -0.702 0.483 -0.014 -0.015
## HEX_EMO_DEP_M -0.120 0.020 -6.150 0.000 -0.120 -0.111
## HEX_EMO_SEN_M -0.001 0.021 -0.058 0.954 -0.001 -0.001
## HEX_EXT_SSE_M -0.102 0.022 -4.602 0.000 -0.102 -0.101
## HEX_EXT_BOL_M -0.151 0.020 -7.675 0.000 -0.151 -0.156
## HEX_EXT_SOC_M -0.490 0.020 -24.103 0.000 -0.490 -0.524
## HEX_EXT_LIV_M -0.135 0.023 -5.909 0.000 -0.135 -0.136
## HEX_AGR_FOR_M -0.018 0.019 -0.961 0.336 -0.018 -0.018
## HEX_AGR_GEN_M 0.037 0.022 1.671 0.095 0.037 0.033
## HEX_AGR_FLX_M -0.101 0.022 -4.636 0.000 -0.101 -0.086
## HEX_AGR_PAT_M -0.012 0.020 -0.590 0.555 -0.012 -0.011
## HEX_CNS_ORG_M -0.007 0.019 -0.359 0.719 -0.007 -0.007
## HEX_CNS_DIL_M 0.037 0.024 1.510 0.131 0.037 0.032
## HEX_CNS_PER_M 0.066 0.025 2.655 0.008 0.066 0.048
## HEX_CNS_PRU_M -0.091 0.024 -3.838 0.000 -0.091 -0.075
## HEX_OPN_AES_M 0.039 0.020 1.971 0.049 0.039 0.039
## HEX_OPN_INQ_M -0.005 0.018 -0.305 0.761 -0.005 -0.006
## HEX_OPN_CRE_M -0.018 0.018 -0.969 0.333 -0.018 -0.018
## HEX_OPN_UNC_M 0.103 0.022 4.685 0.000 0.103 0.085
## age 0.002 0.012 0.144 0.886 0.002 0.002
## male -0.078 0.043 -1.806 0.071 -0.078 -0.030
## white -0.033 0.046 -0.726 0.468 -0.033 -0.011
## relation -0.141 0.040 -3.524 0.000 -0.141 -0.053
## college 0.005 0.043 0.105 0.916 0.005 0.002
## income 0.018 0.028 0.654 0.513 0.018 0.011
## conserv 0.032 0.011 2.814 0.005 0.032 0.044
## NFP_GOV_M ~
## HEX_HOH_SIN_M 0.068 0.028 2.389 0.017 0.068 0.069
## HEX_HOH_FAI_M -0.043 0.026 -1.631 0.103 -0.043 -0.051
## HEX_HOH_GRE_M 0.008 0.027 0.281 0.779 0.008 0.008
## HEX_HOH_MOD_M -0.014 0.036 -0.386 0.700 -0.014 -0.012
## HEX_EMO_FEA_M -0.015 0.034 -0.438 0.661 -0.015 -0.014
## HEX_EMO_ANX_M -0.059 0.034 -1.713 0.087 -0.059 -0.060
## HEX_EMO_DEP_M -0.065 0.034 -1.915 0.055 -0.065 -0.058
## HEX_EMO_SEN_M -0.032 0.037 -0.872 0.383 -0.032 -0.028
## HEX_EXT_SSE_M -0.040 0.039 -1.028 0.304 -0.040 -0.038
## HEX_EXT_BOL_M -0.004 0.034 -0.120 0.904 -0.004 -0.004
## HEX_EXT_SOC_M -0.008 0.036 -0.238 0.812 -0.008 -0.009
## HEX_EXT_LIV_M -0.118 0.040 -2.940 0.003 -0.118 -0.115
## HEX_AGR_FOR_M -0.045 0.033 -1.375 0.169 -0.045 -0.043
## HEX_AGR_GEN_M 0.096 0.039 2.456 0.014 0.096 0.081
## HEX_AGR_FLX_M -0.179 0.038 -4.698 0.000 -0.179 -0.147
## HEX_AGR_PAT_M 0.059 0.035 1.683 0.092 0.059 0.054
## HEX_CNS_ORG_M 0.011 0.034 0.336 0.737 0.011 0.011
## HEX_CNS_DIL_M 0.034 0.043 0.789 0.430 0.034 0.028
## HEX_CNS_PER_M 0.110 0.043 2.547 0.011 0.110 0.078
## HEX_CNS_PRU_M -0.039 0.042 -0.938 0.348 -0.039 -0.031
## HEX_OPN_AES_M 0.029 0.034 0.848 0.397 0.029 0.028
## HEX_OPN_INQ_M -0.008 0.031 -0.260 0.795 -0.008 -0.008
## HEX_OPN_CRE_M 0.067 0.032 2.119 0.034 0.067 0.067
## HEX_OPN_UNC_M 0.106 0.038 2.761 0.006 0.106 0.085
## age 0.004 0.021 0.188 0.851 0.004 0.005
## male 0.232 0.075 3.076 0.002 0.232 0.087
## white -0.067 0.081 -0.823 0.410 -0.067 -0.021
## relation 0.057 0.070 0.817 0.414 0.057 0.021
## college -0.128 0.076 -1.694 0.090 -0.128 -0.044
## income -0.028 0.049 -0.570 0.569 -0.028 -0.016
## conserv 0.170 0.020 8.577 0.000 0.170 0.226
## NFP_COM_M ~
## HEX_HOH_SIN_M 0.090 0.023 3.842 0.000 0.090 0.112
## HEX_HOH_FAI_M 0.049 0.022 2.233 0.026 0.049 0.070
## HEX_HOH_GRE_M 0.046 0.022 2.070 0.038 0.046 0.060
## HEX_HOH_MOD_M -0.057 0.030 -1.919 0.055 -0.057 -0.059
## HEX_EMO_FEA_M 0.000 0.028 0.007 0.994 0.000 0.000
## HEX_EMO_ANX_M -0.062 0.029 -2.169 0.030 -0.062 -0.077
## HEX_EMO_DEP_M -0.067 0.028 -2.373 0.018 -0.067 -0.073
## HEX_EMO_SEN_M 0.052 0.030 1.690 0.091 0.052 0.055
## HEX_EXT_SSE_M -0.037 0.032 -1.139 0.255 -0.037 -0.043
## HEX_EXT_BOL_M -0.022 0.029 -0.770 0.441 -0.022 -0.027
## HEX_EXT_SOC_M 0.045 0.029 1.513 0.130 0.045 0.056
## HEX_EXT_LIV_M -0.106 0.033 -3.195 0.001 -0.106 -0.126
## HEX_AGR_FOR_M -0.008 0.027 -0.282 0.778 -0.008 -0.009
## HEX_AGR_GEN_M -0.024 0.032 -0.745 0.456 -0.024 -0.025
## HEX_AGR_FLX_M -0.090 0.032 -2.853 0.004 -0.090 -0.090
## HEX_AGR_PAT_M -0.000 0.029 -0.013 0.989 -0.000 -0.000
## HEX_CNS_ORG_M 0.018 0.028 0.622 0.534 0.018 0.020
## HEX_CNS_DIL_M 0.098 0.035 2.795 0.005 0.098 0.102
## HEX_CNS_PER_M 0.034 0.036 0.954 0.340 0.034 0.029
## HEX_CNS_PRU_M -0.001 0.035 -0.021 0.983 -0.001 -0.001
## HEX_OPN_AES_M 0.051 0.028 1.789 0.074 0.051 0.061
## HEX_OPN_INQ_M 0.051 0.026 1.968 0.049 0.051 0.062
## HEX_OPN_CRE_M 0.030 0.026 1.137 0.256 0.030 0.036
## HEX_OPN_UNC_M 0.004 0.032 0.138 0.891 0.004 0.004
## age -0.017 0.018 -0.984 0.325 -0.017 -0.026
## male 0.145 0.062 2.320 0.020 0.145 0.066
## white -0.131 0.067 -1.955 0.051 -0.131 -0.050
## relation -0.033 0.058 -0.568 0.570 -0.033 -0.015
## college -0.059 0.063 -0.941 0.347 -0.059 -0.025
## income -0.028 0.041 -0.703 0.482 -0.028 -0.020
## conserv 0.078 0.016 4.718 0.000 0.078 0.126
## NFP_ANO_M ~
## HEX_HOH_SIN_M 0.009 0.022 0.424 0.671 0.009 0.012
## HEX_HOH_FAI_M -0.051 0.021 -2.464 0.014 -0.051 -0.074
## HEX_HOH_GRE_M 0.003 0.021 0.153 0.878 0.003 0.004
## HEX_HOH_MOD_M -0.091 0.028 -3.270 0.001 -0.091 -0.096
## HEX_EMO_FEA_M 0.022 0.026 0.830 0.406 0.022 0.025
## HEX_EMO_ANX_M -0.121 0.027 -4.514 0.000 -0.121 -0.154
## HEX_EMO_DEP_M -0.022 0.027 -0.841 0.400 -0.022 -0.025
## HEX_EMO_SEN_M -0.054 0.029 -1.874 0.061 -0.054 -0.058
## HEX_EXT_SSE_M -0.115 0.030 -3.787 0.000 -0.115 -0.136
## HEX_EXT_BOL_M -0.033 0.027 -1.216 0.224 -0.033 -0.041
## HEX_EXT_SOC_M -0.022 0.028 -0.807 0.419 -0.022 -0.029
## HEX_EXT_LIV_M -0.096 0.031 -3.062 0.002 -0.096 -0.115
## HEX_AGR_FOR_M -0.003 0.025 -0.128 0.898 -0.003 -0.004
## HEX_AGR_GEN_M 0.049 0.030 1.598 0.110 0.049 0.051
## HEX_AGR_FLX_M -0.128 0.030 -4.324 0.000 -0.128 -0.131
## HEX_AGR_PAT_M 0.003 0.027 0.112 0.911 0.003 0.003
## HEX_CNS_ORG_M 0.008 0.027 0.298 0.766 0.008 0.009
## HEX_CNS_DIL_M -0.023 0.033 -0.697 0.486 -0.023 -0.024
## HEX_CNS_PER_M 0.092 0.034 2.734 0.006 0.092 0.080
## HEX_CNS_PRU_M -0.105 0.032 -3.222 0.001 -0.105 -0.103
## HEX_OPN_AES_M -0.001 0.027 -0.021 0.983 -0.001 -0.001
## HEX_OPN_INQ_M 0.048 0.025 1.965 0.049 0.048 0.059
## HEX_OPN_CRE_M 0.050 0.025 2.023 0.043 0.050 0.062
## HEX_OPN_UNC_M 0.033 0.030 1.120 0.263 0.033 0.033
## age 0.004 0.016 0.261 0.794 0.004 0.007
## male 0.139 0.059 2.368 0.018 0.139 0.064
## white -0.271 0.063 -4.307 0.000 -0.271 -0.105
## relation -0.069 0.055 -1.263 0.207 -0.069 -0.031
## college 0.049 0.059 0.826 0.409 0.049 0.021
## income 0.002 0.038 0.048 0.961 0.002 0.001
## conserv 0.081 0.015 5.251 0.000 0.081 0.134
## NFP_GEN_M ~
## HEX_HOH_SIN_M 0.064 0.022 2.936 0.003 0.064 0.081
## HEX_HOH_FAI_M 0.055 0.020 2.683 0.007 0.055 0.080
## HEX_HOH_GRE_M -0.032 0.021 -1.517 0.129 -0.032 -0.042
## HEX_HOH_MOD_M -0.111 0.028 -3.995 0.000 -0.111 -0.116
## HEX_EMO_FEA_M 0.090 0.026 3.426 0.001 0.090 0.103
## HEX_EMO_ANX_M -0.053 0.027 -1.981 0.048 -0.053 -0.067
## HEX_EMO_DEP_M -0.110 0.027 -4.163 0.000 -0.110 -0.121
## HEX_EMO_SEN_M 0.042 0.029 1.462 0.144 0.042 0.044
## HEX_EXT_SSE_M 0.016 0.030 0.522 0.602 0.016 0.019
## HEX_EXT_BOL_M -0.045 0.027 -1.680 0.093 -0.045 -0.055
## HEX_EXT_SOC_M -0.081 0.028 -2.944 0.003 -0.081 -0.104
## HEX_EXT_LIV_M -0.117 0.031 -3.769 0.000 -0.117 -0.140
## HEX_AGR_FOR_M -0.049 0.025 -1.927 0.054 -0.049 -0.057
## HEX_AGR_GEN_M 0.025 0.030 0.837 0.403 0.025 0.026
## HEX_AGR_FLX_M -0.014 0.030 -0.467 0.641 -0.014 -0.014
## HEX_AGR_PAT_M 0.017 0.027 0.616 0.538 0.017 0.019
## HEX_CNS_ORG_M 0.046 0.027 1.723 0.085 0.046 0.053
## HEX_CNS_DIL_M 0.070 0.033 2.105 0.035 0.070 0.072
## HEX_CNS_PER_M 0.204 0.034 6.051 0.000 0.204 0.176
## HEX_CNS_PRU_M -0.097 0.032 -3.000 0.003 -0.097 -0.095
## HEX_OPN_AES_M 0.048 0.027 1.791 0.073 0.048 0.057
## HEX_OPN_INQ_M 0.019 0.024 0.783 0.434 0.019 0.023
## HEX_OPN_CRE_M 0.045 0.025 1.802 0.072 0.045 0.054
## HEX_OPN_UNC_M 0.050 0.030 1.684 0.092 0.050 0.049
## age 0.034 0.016 2.067 0.039 0.034 0.052
## male 0.171 0.058 2.927 0.003 0.171 0.079
## white -0.258 0.063 -4.115 0.000 -0.258 -0.099
## relation -0.152 0.054 -2.799 0.005 -0.152 -0.068
## college -0.112 0.059 -1.900 0.057 -0.112 -0.048
## income -0.042 0.038 -1.094 0.274 -0.042 -0.029
## conserv 0.093 0.015 6.034 0.000 0.093 0.152
##
## Covariances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_INF_M ~~
## .NFP_PSY_M 0.258 0.021 12.399 0.000 0.258 0.331
## .NFP_PHY_M 0.260 0.022 11.981 0.000 0.260 0.319
## .NFP_SOC_M 0.099 0.017 5.992 0.000 0.099 0.154
## .NFP_GOV_M 0.620 0.033 18.980 0.000 0.620 0.550
## .NFP_COM_M 0.551 0.028 20.004 0.000 0.551 0.589
## .NFP_ANO_M 0.377 0.024 15.543 0.000 0.377 0.429
## .NFP_GEN_M 0.556 0.026 21.122 0.000 0.556 0.635
## .NFP_PSY_M ~~
## .NFP_PHY_M 0.199 0.020 9.803 0.000 0.199 0.257
## .NFP_SOC_M 0.153 0.016 9.574 0.000 0.153 0.250
## .NFP_GOV_M 0.201 0.028 7.252 0.000 0.201 0.187
## .NFP_COM_M 0.158 0.023 6.904 0.000 0.158 0.178
## .NFP_ANO_M 0.172 0.022 7.946 0.000 0.172 0.206
## .NFP_GEN_M 0.255 0.022 11.532 0.000 0.255 0.306
## .NFP_PHY_M ~~
## .NFP_SOC_M 0.156 0.017 9.313 0.000 0.156 0.243
## .NFP_GOV_M 0.264 0.029 9.049 0.000 0.264 0.236
## .NFP_COM_M 0.174 0.024 7.259 0.000 0.174 0.187
## .NFP_ANO_M 0.153 0.022 6.803 0.000 0.153 0.175
## .NFP_GEN_M 0.233 0.023 10.211 0.000 0.233 0.268
## .NFP_SOC_M ~~
## .NFP_GOV_M 0.068 0.023 3.016 0.003 0.068 0.077
## .NFP_COM_M 0.069 0.019 3.666 0.000 0.069 0.093
## .NFP_ANO_M 0.110 0.018 6.205 0.000 0.110 0.159
## .NFP_GEN_M 0.135 0.018 7.555 0.000 0.135 0.195
## .NFP_GOV_M ~~
## .NFP_COM_M 0.830 0.039 21.363 0.000 0.830 0.645
## .NFP_ANO_M 0.555 0.034 16.435 0.000 0.555 0.459
## .NFP_GEN_M 0.686 0.035 19.476 0.000 0.686 0.569
## .NFP_COM_M ~~
## .NFP_ANO_M 0.507 0.029 17.765 0.000 0.507 0.505
## .NFP_GEN_M 0.628 0.030 20.969 0.000 0.628 0.628
## .NFP_ANO_M ~~
## .NFP_GEN_M 0.420 0.026 16.082 0.000 0.420 0.447
##
## Variances:
## Estimate Std.Err z-value P(>|z|) Std.lv Std.all
## .NFP_INF_M 0.820 0.029 27.866 0.000 0.820 0.818
## .NFP_PSY_M 0.741 0.027 27.866 0.000 0.741 0.549
## .NFP_PHY_M 0.808 0.029 27.866 0.000 0.808 0.565
## .NFP_SOC_M 0.506 0.018 27.866 0.000 0.506 0.303
## .NFP_GOV_M 1.553 0.056 27.866 0.000 1.553 0.871
## .NFP_COM_M 1.067 0.038 27.866 0.000 1.067 0.891
## .NFP_ANO_M 0.943 0.034 27.866 0.000 0.943 0.812
## .NFP_GEN_M 0.937 0.034 27.866 0.000 0.937 0.794Let’s first make a descriptive table with means and model fit.
Social Self-Esteem
Assumption of multivariate normality violated. Hence we’ll use the robust estimator.
Fit is not good. Let’s inspect.
Items 1 & 4 and 2 & 3 want to covary.
Fit is now okay.